{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "a8cf17cd",
   "metadata": {},
   "source": [
    "# AidSDK部署-ImageNet1000-预测单张图像\n",
    "\n",
    "同济子豪兄 2023-6-25\n",
    "\n",
    "本代码在AidLux手机端运行"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "52da8508",
   "metadata": {},
   "source": [
    "## 导入工具包"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "cf60b574",
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "from cvs import *\n",
    "\n",
    "import numpy as np\n",
    "\n",
    "import aidlite_gpu\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5904214f",
   "metadata": {},
   "source": [
    "## 载入模型"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "31701a16",
   "metadata": {},
   "outputs": [],
   "source": [
    "model_path = 'resnet18_imagenet.tflite'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "67b75407",
   "metadata": {},
   "outputs": [],
   "source": [
    "NUM_CLASS = 1000 # 指定类别个数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "2b8b1548",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2023-08-04 22:39:25,691134][/tmp/ipykernel_25071/1686280459.py:1 <module>][DEBUG]:=======init\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Result(id=1, result='load model ok!', error=None)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "aidlite = aidlite_gpu.aidlite()\n",
    "\n",
    "# 模型路径 输入维度 输出维度 线程数 是否开启NNAPI\n",
    "# https://docs.aidlux.com/#/intro/ai/ai-aidlite?id=_4fast_annmodel\n",
    "aidlite.FAST_ANNModel(model_path, [256*256*3*4], [NUM_CLASS*4], 3, 0)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8f7dde6a",
   "metadata": {},
   "source": [
    "## 载入图像"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "1eaf58f9",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_path = 'cat1.jpg'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "97407ace",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_bgr = cv2.imread(img_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "1ad9ffa0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(800, 600, 3)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_bgr.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "38d288a3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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T5PkjsxS98WHBze8ND44hrcVkLDg8lFYIkTeotSJzXEEIzoizeoumqZKXmTVIvgcfGmxCs4Dj+dBWASrb6DevHxZQ8lBarVZYr9eo6wohEF46nU7hvRc0Jo2iKJN5yfPUHXaAMd19u3Wuk3YKdCa6FGAPFCChD389TLscrnP5HXlfGnf05m6ofCilUNd1b/x578r+dNfs09q2YZtdX56Y5w9t551Y/B7Q9xaztsiboW1bnJ2dJRyPtSepiQwnLYCwsvPMi6HQAzrhIwUAb5A8zxMOKb87FJwsAJzzuH37Ll566SVcunQJe5cOoSOuU5ZlDz/lfksep9xMcvPLU5y/L4W5fM6uf8DTTz+N6WSGu3fv486de7j52k1Yex/Osanke4uc70cwB1/HQCmPEChySAo26X3N8wzOWQAKxlA/25bmsixzKLXpJADzDnVfu5eHAf/NP3xfet7tUTPSgSQdifxv0zTRbLTIsgzOOaxWq8Q5ZGeTUlpYMn1BRxqvTVo+t04x2O5Avag19jAscHiPbUJWKcJAFbpDT67jIQ0L6JQKyYN9kPY71ID5IO+UkCdC80vWtgHNVVVhsVgkMjPTTYBNASJPwuC3m+TDSd92Eg+dPqzhZVm2wQccCs3uPgDgcefOHbzyyis4vHoFyDajKzrhpHuOivPMOf7u8JBgoH34rBx6mucFRuUEu7v72N8/xHg8xmg8wno9T+GIQ5OW+9X9Ts9EwqELq8uyLGm2zGCwlriUo9Eo4YQkNEsABkrpZOYCSHjaznQHeZ73rBLWfICOBqO1TjAEgOQ5J2dU9/z0nksbt23bngYlhTZ/lnFmphtpbXrkdImxO+dghTUiLSkWzN536/ph2uKD2tBCuuh3k5MHgFZ9ZUVrjaIo0hqSpjUrKEOr6jzTXWr0krMKdFjvo7bHWmhumqLyve734WknT7JtWp9S3QVSvHmgxb1cUtz2arXCfD5PWiZfS5r5myccwBuBNBspZPphgbI/bOJzY21m26m8oa2m+9P4+BBwfHKK3/3sZ7F36RDPxstqpTGZThIlRgpQuViH5vvQzElzEb3PPdpQIIpJJ/BKFEWJUQzxm07HuHTpAPP5Kc7OTnF2Nsd6vYL3IWqRWmwa+pvMbYo7b+oWTdP2NEbeIM5ZBE+a5Wg8wnK5QtPQvCEA66qCUiT0FotF4j9Op1NMpzOMxiV8xDdNpjGZjEg7UQHeW1jbwhhN8E20SFob6VfMwwGHoUYBF4Uk9b1B2zZwca45LwECOfIARXHS0MgMQSptY1FXTdImq7qCj86hpmnRtrZn4vK6bJvmgZbWcP1xU0ptmOYPErjb1jJUR0Pa9l1pURlhBW07lKVD9UH3lP4DHgO5bh/2HMP2mAtNA6UMaDF2JsfDnl8OvhxUpRRCJG96b5P5xOGRq+USy8USZ2dnWC6XWC6XaJqmd23+jtR2aOMoGMWePOK0+aCT+adV/+SXi2eoQUqTZEgZ4efik9hrBY6XR6BY8zzLsKrX+NRvf5rIyM96qADkWQbkObTKoY1ORGXWciQTYLjI5N/yfS1fH2jgnYkdoFSGK9k+9vYnODubJ+jj+Pg4jTFrcwxPDJ0gbdPCtm0UELShiiKH1kQOZ1OW55PHsK5rrNbr6MlvMF/MI9cxYDQeIc9L2NCgalY4W55gWS1gCg2dK+hcEW3KVmiVA6DIAWRbOOcheb0S2+XfrY3JRqLzjPFvozW0ojwIWmnomLjDKANvgdY51IITSwcpa5s+HjQ0PnKslFKo66a3foaOyGHrWUFabwQcnmfab6wRkSyDtUsAPW++vB9/X2qafF2pnEgtcmi1SUWG2xCX39bXB7XHWmhetD2KKaHQTUTbtinio6oqLBcLrFfrJDSZ03jegPO9Ei0Iw0WVPrhBl5E/w8gSGU8so1OkqZy0QU8CW8Ubek9a89l8jqZtMR6Pk8nH5uhoRB71YlQmR8E2B9Z5ghJb8FmprerMbG4oxYEAI4xGY+zs7GB/fx+Hh4dJyJ2dnYGcHKR9sHnaNA3W6zVsayMxvCOjS3qPUiphht779Dm+Pjv2JuMxXY+dOjGrVFWtUVVr2LbBaEQJZIpotjMmyUJ5m7NPms9sxrdtf8PzfBtjoJWJwlLixYgarodzPmqhiL+7aHZvrnWpffvw6KbotnYR7XLwxc0I72QQPVzb47niuZN0qhSRtAVuGMbYvx7tsne91/Wtr+BmrU0CjAVFXddYLpeYLxaoVuuelsla5TZzR3IoQwg9odkzZwF4oe0Cm7ihFDpSY9omyJJGGgIyreCCFxha6CWxeO211zAej6GUwnq9xmg0wmQyoaxIEzKbeYEOheSD2lDwS8+lMv04bhkyGAKS84mJ+IzDLZfLpCFKeKVtW4xGI9i2RZ7laewljLANyuD7OOfQRn6qAmDLEkWek5leNwjOw9YtTo9O4FsH17SYTXdQVzUyrUEhjn2hOAxaYOyS56z7TD+JRS8gQIUeC6MPjSi4gZYloRTvFbzvHExSM7sIfnfR9iChuUVk9r533oEsX5fBF5I1Mgyk6N1XzMFWCOuC7atCaA43+3AjyUUUENImresa6/UaVVVhtVphuVhiuYi5KNfrrQtQLnx5z+GCkffVWkErhaD6pq8UNhz6yBQTFtZDE0NuLBUxpOD4JGbslJ1aDsfHx3j55ZfhvcfZ2VkSmLPZDPuHB4lbuY1beB42PFyYUuDzWAThvZXmIV9Gar28SWazWdLQJBeUha5rbRLwkqDP48GOEU6/xuPpvYetGzhrkWuDqqoB57FwHt5ahADMz87w8he+AAC4c/sOMm0QIsUIEadkATWM5d8mTGmcOiccH4as/SqlYHS2IQzSoQpsODTkHNC9XDoctpmn5x3Ssm3MI1TvGnK9bsPke03sO/mv7Je8r6RF8Wd5/mXUmnQMDvezvO42LJMdqA+DKGT7iheaDzpNeDH26COWkjA0TRN5gyQwueQG//CmHLahtsD3UVr1kq5yo0kO0KrzVstrSXrRaDRKeUU5VJM9tkm7FBqJi6aYMZ2A6/iTAUoFNE2TMumvVivMZjMURYGDgwPYuOlkXPV5C16O6TaB2des+4fW8HoSC+YDg59rNBol2ITngA8Qa1riEap+4gxJ7WGTXY5r8B650vDOIzhP2qUPsK1FcB5aG1TrNdZiPaQAAO9hQ4APm+nq5L3lepGHSAidEB9qnFplPeEhoRofAqzr021k9ixiKPSdefwjE4owbCD7NfxdrtUQkAjujMEmdsgW07h/ASQH0KNoeSwQH5aNSPZ1myNIZn+S67FnBWXnR+QN21e80HxYk2aT9xRtIoUVCycacPS0CeDRAWTWsOREpRbYzBqYZwNMlDUjqR2wecncPj6FnXNQzsF70ixZS+wWS0j42HK5TPeqqgpFUZBgajqKztB8HLaNhTjQmIcm0Xn6yLZFPQT7+V9+prQZlIZjASpMOBnlxPPKWl2eU8YQnRGHtm0a8vArSmrcAmibBqt1LczrKBydgwserdueE1XizUOtqFtTJh1KPI6d5qSB0OGc8nAHVI9Wte1eUoBsM8+17sIo5SHC3mo513zNpq7hrOsdQsP5O6+FR9sq6X4SjuK+8usPMrE3rLzBmuL1w3N0UVP9idD0vqfu51nHx+MIH4B5ddvLQXBTSp0rDAAl0v2DhLNi8zqD0UX8Pb6JkBbMaDTGaFRCQaGu6tQfrQ2KoowbhxZWXTfQSqNVRGjWCACTpyOBV0Ehy9iRFOA9Cc/5fJ4Oiaqusa4qGG0wnUyQZ7ShOGt59DbEJNyRDiNLRmC71tmN0fmBBVJzGmrlUlPk+UvaFoDa92OO5QFkjEGR58hFFvg8y+gJrCMyuHXQAFxroaHQ1g3myyWsC+Jw4vDISCFS3dMMN6WM3uJ+ScFtDMEtksSfMHDPZVUo65HWGs67GF6q4cXaYzNzuCa5DU15FiKj0SjNKQsRjlmXCZDT+vYB5hyh9TDhM3SEPqgNPeL8fBK77fUrdQIR/uGbhp6F0b3cD8u8iHPssRaaAR5dTHIAJ1ch5IVNv+28R7m4OWifTT3btmjrBk1Fp6q3DvW6QhNje3nCpLZJJjh5yLt0rJGSZjRMnqV6LwqKJkkxZ01TvLXzVCcmvgZo5MUYo3KCuqpxtDyBc76nqXTakoZ3KqZX00AwsRAGYBCQgU9UXnwe9J9DCIiaGAmFLMsoQURrsTuZ4ujOPeyMJhjnBayK/EGTwRid+qt9IJzPByiNRFd6lBO8bwZ2RBT6Lpf1oEQddEBohECav5zLzOhUNyiEMlJ/XHQyZSizPJl7LDAzTd9xoPo21hMx3HnSIp13lDSjaVE3DaqGNE4vRIDRebIi5BqTwlrOGf9O/6rYpyJpkySsKJyX78KmuPfEv0QAtMmhAIJhHIWBIn6LsW8AyRphwVMUBQ4PD1LEUF3XWyOaeG0PzXTn46EYHXop75F6iCNoUIfpQZ9lHFZGo+V5nrRNyYrwPXGs0PFiQQd7VHGHocZyvvCAvmz07ZE/+X/Xprp/47lDTpcw/EC/sRYgF6q1FrWkGC2XWK/XWK1WyfHwINoN3yppUrEbIYTIy/QIvjMXEvYIDxUpI2OTQYtoH2MyLJerWG+mwWg0QpZx0gaPtq3QNG36bJb5qD1ShIzzDlppjMoRAPI+Nq6BgobRCi44kOJI6cZ4c9m2xWqxxGqxxPz0DGcnpxgVJYLzKWt4nueUh1RRwS0VQPHcALzqE4nlqY6BIB0KVmmCd59h5bYPb0iyu3cGWnUwhPc+RhVRnZ9JOeptRCKRa7i4FuqmwWq9xnyxwCLOfd009FPXaNoWrW1gvaP5ZNO1RQ96GZqEUmCysOQ+sEnM2h7h6BwCasCRO8aYdEhTOK+Hsl1Ei/SSc4IVnksZVcN9cM7j9PR0q0PnUZwiYcu8JUXhAd8baqbDOefGB9tkMsFkMkkCUjrUZF/O02LVlucZ4uiKlZdHbI+/0IytN4EPpoolfIQXG4exJS95pBSdnZ1htVqlH0l3ADqTZ9uJKc3CRHgX3vGeEAmADiGdpG3bJvNtPp/DWQejNabTaUwZRpgdbzh2jHDfJCG/iUXWhhqOUkTkV57NMgAQ8eIhJGfY6ekpptNp0lhGo1F6DtZopHYV83x1OuPAFBruKjl+QyzuQfipxDqVUvBKIzPZhuNEKYUiL1AMHALSZGUrY7VabfBwm8iicN7Bekdmseo22zZcj6+/TWBKoSlDTZVSqXAbcUlD4l+mA1YGYsRaS7xWOA9B27aJC8sJReTBxewPhjiGFtN5a/oPs0lqllw7UsFJfVXoQRWybfJW+qyPi2CZ3L4ihOa2Ew84X2Ph1yTXi+PJWUCy4GRNc71e9yI6hvc9b5Hxfcik2h7yaIxBrjqgW2oIIQTYtgXiJmMPOmOulA2nTkJTah0M8A9NrJTkAVxWNoZY+o7fqECliFerFY6Pj2GMQdNQjsbZbJY+x5udY7NpHBT0IGGJXPhqMD/bPKJD7UfOdcIwB2Ze8CFhWJzzc7lcJlM812Zjw4TQ8V0TH3c+T5xQdrA1TUMecgQERWnslNax/LJKXvtt5qfUOuVBys8uMXXOp0n1f+g+LMyNMViv1zSHJgNgNjIuMZvCB2IajMdjGGOS957rWHGUlewXr70hZef1CJbfb9tGVpfshOTAiaa7ewD3lDOMbVtTjwohyfZYC83zT4rOzJALFCATL4RucYQQUjEsphrxaS2FpDzl+dp0PaHqi9+HJ7aK/EgGsvlzjEmGtgPdOc0Y970oS+xMp0kT5X6wyR4CJXIwxmC1WvXoOtD9VHLcH2MMvPNR+/VwDjBGpK7zAU1osVwu06bmRMKS98Zp0eTzatXRX/i14TzJg4fHZKhlputtYRRsnXcdOnggesqTMwMKZjhfom88novFIh2W/MyM+QUAXnXf7WHZfjMsb/g5Xjcyv6V0FtV1jfl8nuhlxnRZ26fTaTLn+WDyDokCx7Qr5tjqzGxYRpIOlRyfYp29Hk/y623bDsPh39IyktbFNvqbVtudsEopGN2N9ZdCg/6KEJoPG4ihpuN9PwaYTVleuIxfynsMBeHG5o6vqy14SdI0oHpCi6kmIQQorXpaIX9/Op2SAykuGIYSFosFqqrC4eFhDztbLpfp+sYYtM6mA2DIHw2hg9BZ5ntPpHelHFxjYbTuUZkmk0ky94wx2NnZSRtbarPbKFnpAAtddNRFSMXbrrexwVVXjwhAIq8jBCi/mdwhUXUslQVh05U1TNY4ySQnc3y4Fpy15FUWZr+kDnX0ItUTBhLeYRObBV1VVRiPTcqCz8/KVoK1LiaQWaa0hKPRCNPpFCEELFcrrNYrlGXZm3sW0Er1Dw7u80WpdBedu/PM4m2vDeEk3rPDsdNKRY3/nPsOxMPvxzQHHnOh+ahNqvch9FV8oMsOLakgnFC2aZpzOV69QQ8dhrdNy9C6o+QMT0oAMNogLzv+oFIqCfDMZMhjWCFv+tFohIODg4SJsUCVmuhqtaLIkXHf2cXPwCUdqJ8SugAQnTqsyfLznpycoCiKpKWwQOV4bsL5AA4PlNpXElKqr0H+fjboNqEp51vGKKsYQz40R0MIcJE5wM8BdIlAmLiutAbA33UIkQGhnEomoJxf6fQZRuXweA75mdPpNP0dgkpWj1yH9Gw0f5Qdatodkm2L09NThMg+WC6XPU2tI9r3E10nPPoPsF1EaLIg53FjeEi+7r2HD4E4BuesIYVNx9Q2COUi7fEWmpJRdM6z9wVmH7eRZvuQxiO5ddLMHKr5G4IzhK5fjN9FE0wrjSzPYDKedPqg0QaZ0lBao7UWNm5g5xwmkwkQAJNlyHLSRLQxuHTpEqxzUdNUWCyWUFqhbEcxumeJAMC6Lj+kTA9G3VXwUbuUmgeAxLN0LgCwcC7AmBzz+RJ5forgPUajHMvlLqbTEbQOCKGImWw8eGkNzW4S1iHdA1pHNZdA+we6Xh8wv3H4SfCzp11TtvYcBGsE6xAi5YswsEDwRfSyyxC9OvJUaaNSb1WIP17BO8I3jTHEUwVVNM20hombPM8yUMINEzNcETeX6WWtb+EylwSnUuS44VwAdU0OQT4sGT7q1WAywHQ6gbUWZ2dnKVIKqkulx3AAU3e8cxvrWnrR+bXX01Sch8QgSayCgQIxEKDSCpJBC5L4z+uI9yoAwHtIRHz7M/TZKjzWX5VCM50ig+dmzEcKTH6d6DidAOXfecMMhauMwhgOencvxlU0Mm1iWi+FgH6JBmXIcaCNSckWWIDnJkue6NzkgNaYTiZED2laKK2wjA6pEALqpkaWZdh1u/CtR9OSMDWZQdM2RKTX/XKzUrOh8SNcLCZC2qDNGEOLnalITdNiuVwjz5dQymE0NpjtTDAaZXCuTbiqdTlMMU6btcepkxQXAF55GCgE5TtsSjjrHjj/A+0iqE7b5zpDASCHDQAXHUVQsRRzFNgueFhHzoSmbbEQTkAqM9ulaVOeBLuGQqY0DAg31pE4z/SeVLtcU5o6ZjU4dKGH2mgo06n47JAEEJ2R65SrlTe9HFOtVayA6bFaLeBcizw3AAijZshIJrWQYzd0wH0pTHKm/0jrRDMtjT8TOvx3yCwY5omVlTi5z/xMPL/c960wGmsFQK9Pw2e+yLM/1kLzQe28DadUV69cei05OQdjWfzDXulH8bINhbT8vHMePrRJcPACqKoKTd0gj2VbZZw1V7bMlO6lqNvZoYJkk8kkOTDYXOYopm3moMx28+gnLC8qegamqmTGY7kcYbFcYDKfJG0iz3PS9AZ1cYbauvy91xfV3fOiTWoPUmtJGzf0PfVKkRMHihKIMFOC2RJsbZjMQAWx6X0Xdqi1psMwsh2Y4pOEpsmgoBOuKJ/Vew84JDyOhQgLDlledrFYpLHitHnWWpyenkWT28JaJm9rZLlJCgJfezj+X+q2bW7l70Ov/JC/y44u+bqEOkIICT7h3KpJSG6BvVhoKqE0bHMq8mcftX1FCk0akPPf58HjH6ldDmkmUrAOJ33bffkE5Gt3NwUQOo2Dtb5Um8d3QH//OQJccPCuqw9zcHCA69evAwCOjo7S91arFQAkzFFiasPF6X2HZz5K44XIuSuLAlitRlgsFphEjTiFNgIwKktOE9aO5DNtgzroAwoXOPTP7ecGriyUfhlFlDSYSOvhejrcp8SpRH8MeQ2VZYksHhRSq+6yKBVQ0Inyw9hkURTI8gytb2FjeCab54xNlyXRy05PT5PQYE12vV5Hwd4JSms7doe1ZHnIaqH0XA+kMf++27Y5PU9osjLC+4ajlaRDiq8jhSb/bYyByTIgVkDg9Tb0PcC6niIjhebr0a6/IoXmUMPqT2I/Kww3GSWSTClBMdo26efdV2qTnXbRmWC8QOTGHZVlpJl0nDrWOrIoVL332NnZwe7ubrqPMQbT6RQnJycAgMlkkkw6uQFDCElYpxygwps8XGzyVJYCmLmhRjuMRl1kEIDEESzHY2S+ezYWpnK8t40T3Q8bfbqoZtTBCx1WGEKAd91z8Ebl9znTOZvWvT6hnylcbuQ8z5GXRXrOoTORchmgZyIzt3ZntoPxjLR01qDOzs5wdnYG5xyyLMdkMu0JPqVUyrplW9/TZvO8RFPXsNZFyMH1TF+lOKs8hWnK8ZXPJdfCl7oNHU683/i+rN3zHuS1mFgOcc54v2bGQOd0QMtrp3sMrAt579f7jF+RQpObHOjOY+56J5z8LJvpbAZLT+rDBCbQJ9MP8RWeH6ntcT8Y7GYth2kiKepHawqFHI2wt7eHoijSM00mE7Rtm0zDoTebNzI3XqRZnsEFD5XI0Zt9Z6HBQpZD+chRElK0EHM1ud/QGl5lhLEa0xOMww0pMTd6XfU29EWb1B6G12BhyX2RvESTGezt7eHevXu9UESlKK+limWFWROSJTckPsdaNa+ltrEoy1GsNTRNG9g5h7ptsI4MB470YjOerBxyUJVlif39fZyenuLOnTsAgDwrUBQjeB9QVS2cs/AOMCZHlhUICGht2/M0J4hGU/lf7ksvuub3aboP53bbPAzvw0JR0gD5EBqPx6n/KXtXVAiAeBArSrjNwl9ysAEgT6GjHbOE+7PNKfyw9hUpNGnw+s6codCUP2xyLmKCYcnVk86ih6nzQ5NECp8QSfV8HV6oZdQw2QnD/SnLEtPplL4PoIgZySUnUtaVuXz5cuJuAp1WJzM1ycU7Ho0BpVBFcyeEfgYcrXXy4vI1eFM75+A8UpglO00SpprnUKaAE8RpiTVJzIoF1+/HXHrUJp9fUoLYSzubzbC7u4v5fJ4EH8MYWnXJPmT+S+89HT7ikJEHsvOUcb6qKpQlZaTiuZ2qKVrfEsvB2kRsn0wmmM/nWK/rJGw5qcxoNMJySY445UiwTCaTNNeUhMPDB0dsikGgRCc4NsurfKnGeDjeQytmW+ODip+DhSZDXDyuDG309uTgvtKaCCEAD4ChtkJED2mPtdDc9rBS26MF0mWN4TyITCmRCYWZo8cTw6fbMEP7RQaXzdrYs66/gYqYZdErWFc1skFsMhPusyzD3s5O0hhms1mK/FFKpVA5oIvXZTyNifBSu+L+FEVBlQ+VSgwEKeiN1pjNZkloTiaTyMus4LxDGTmlPCY8plprOIGtDTfL8O/z8K5tcwqwn2j7BhxqmfI13ljpfa2hQ4c9TyYTjCdjXL5yBc57nJ2eijDVBrnpHDzdvaNDSFMS21E5Ql7kPa2I4sddmgueW84mNd2doByNsVou4cb0nbZpUBYlDvYPoE2GtmmxWq5QrddAAEYlVcJ0zqNtKlSqTlAOr2edKwChp1HzPFV1jdVq3ZtvuZeGDqthO0/AbntdCs0H7VWgSxbD12HByIKTtcIORqMiikobBEVUMq8HWKr3QErpGJN+iBrnRjMV66uo7vm2yaUsMDbhNzLhAS9oycME0FPpWcDw9S9yGg35YKylGWPoxOONGjMDOe+S5sje7fF4nBJG5HkeSdVIWdUB0jh3d3eTACXtQ2E8HiezS2Kj3K+dnZ3oyCkQPDAdTQG3jM8aS/kWYyitcLB/KR4cNXZ3ZyjLAsulhtYKWvsECTBIz4dElmdJS+hr2x2Reht1yzkHHfoeX7nZlFId6C/mX2Je8p4SN4YiKpMyUWMBUbKMd8iKHOOdCQ4uH8LBIx/lOJvvYbVcYrFY4Oz4FNoDeWbAJSR0RmV2idJkKN9oliHTBjZQxidvXSzKRpvXRYZDy06fPIetLHy7gmstSlPCBouiyLG3tw9jDE5OT+CbFmWWwyoD7ywypQEVsG5a2NZ2mrxW0AEoswyrZg0fK3CyA1FrnUJCt42vXO8XaUONUu6X8zRwbtJxKpkf3JeO7eHgXBudtRZKaRBrzCBTBImojLDptmmS1y8Ej6BipVqlYy0u2XlPS+oCmvZjLzRlG2IaEiOR/8rYchag5/E05bUftQ/A9vBAaSaz8JbYGXtGWciOYz1wrTV2d3exv7+f+nTp0iVMJhOcnp4mrYUXHMcwc/1uXpTyurQYNUZVTeUd4jNzKi4A2N3dQ11XKIsCu7u7GI0K5LmB8xa2rTEejzGNMfFsurLmK0nJcmy2HUBDZ8TQUdAfe7U1a83w+vK9ofbJ12Vhk2K7r1/HzmyGs7Mz3L9/nwTm2Rk5E+pY9jeah7zJ67pGZjqOJc9j0pgGyW3TASDWyGq5JI6r1kAIxEbQGqvVioTxjEz26WSCe/fuYb1eQwEo8gzBszbbEocUhE7nWQbrXUrjJ9cj09sk53E4jo8KQ533/kX3yzaLg+eG11Hb2rSHbdvAewVjMjgXMB5PkOdFLP0itFXVlfegPT1wREUu8uaqOr99xQpNKShlGjjGDPnEZbNcJuzgqIrz6gA96P5SQLEHV8Yds4BInteINzGuxn0ajSj/pdYa49EYV65cSQKPMx055xKWqLVOCTw4kw3jspLOEUJIglorEgCTySQJAI5fLssSs9kOsszg4OAAu7u7GI9LFEWO9XqFNQhf29nZSZ/nQmjj0RjlaJQ0ZD68pBYux0qLz/GBwuMpx5Y82Y82B0M4gH+XAprnpyzLWFtc9w6fS5cu4dVXX8VqsUS7rrFaraJG18EnVF+dFBWe65TkOM/BNcglE2NI0OaxV0rhDW94A9brNT7/+c/T+igKTKfTlDjk8PAQTdPg6OgYCA7WmpjNnQ5BelCg8W1ypDC0ws/eRtiB25DJ8bDxfVgbapobWv85Tc6/dLZlMbs+KzqMd7LQZCydI9+GGC1bQqz19pQhT5FdXzWZ24dNnlRyc0qHkPxhAcULUgrOi3rUhpoTL1CeIEn94L9ZSLI2YIxJdJS9vb2EtV2+fDl9n9OGsad9Op32QuskvYevy9goL8KuvAEwjqF6VVUhyzLs7+8n8vRkMk2RJ7t7O5jNpqjrKc7mp4AQmuzRn0wmVEd9VCKPAprHZijM5Dyd97nznAfbtEfpLZUwy1BoSmHKAjvPcyCa0LxZd3Z2MJ/PcXZ2hqvXrqJarrFT1YACqqrGYj6H0hqT8RjwnUNJ9pEEvUl0Jhb8fIivVqueFjibzdLBl2UZmpY4nKPRCLu7uzg+PsZisUisiizLYTKFsS/jsyhYS2t6ZzJDADoesBjHnZ0deKcS/nmeyT7Ehc9b68PDbfiZh2mu5zXpDFKKYLe0p8V9SJDq3qHMTcoAeVDGnkVMNBC5+BHbV4TQlJMrTxT2gErTRG4WqbazuTxMp3XRfgz5fKxJ8GJkoQWQ91ly8DgCqCgKZNGEunr1Kg4PDlO6NU4Px31tmgZnZ2dYLBZpkQGU0INrvQwJ123bRs1xguCB5XKZQPj9/X1Mp1ORzYjMm+l0B3t7u1guDZq2xmhUJsiAa6Pzd/JYVkKO7zaTbZuGM0y/1xN+QmOROOl5Zv9560O+lhxfWYYyXr8sy6SxX79+HaPRCKvFEovFEovFHNY7jKaTjrRvKf0YPxPPtXMOdd3BI/wsTD06PT1F27ZpDO/du4e6rnHp0iXs7u7izt27OD09xWq1wrPPPotnnnkGq9UKL7/8MpRS2NvbR1WtsVqtsVjMUVUt6rqhENt2DOscyrLsUew44omhhOl0mvKjchJu1ubkWPZpYeeP76PskYe9LwUfCbg+dUkpBR0dQEpxnHoXxCGtGucsvOAj9+Eeqsh60QC0rwihCWBjY0rBKTcuL2ZJOZEbiAXtRXAZ/i5/nwUl0KUmYyePfI/pE9LrzYJtOp3ixo0b2N/fB5yHjdpiMlOVShuKTXB+XyY64HHg65ZlmYqnzWYztA2lIePEEEyH4ThypQqMxyPs7e1iZ2cHTVOjLErs7e3h8PAwZVrKsgy7u/SZLMt6B7dc7PI1OfYS05IaI88VOc8ouYZ8LmnmDik0Ugvlewzf498zYxAizsl92Imshel0itVqjZs3b2JVraGMwe7+HuHHsdAdHxRynRGdbIz1ukosDBkdxTkyaVwJMuKorqtXr+KZp5/G537v91DXNe7duwetNQ4PD/G1X/u1eOmll3Dz5mtJc+U0dk3TwBhDfF1heQBIiWiWiwVOTubpNbk2JpNJgn2Y5sTjJP+96L54lO8NhW+nvfcdTFpT6CqCTvCIZCTIfU1zYnswEFtpdC+AmS2P2i6WzBDARz7yEfz5P//ncePGDSil8Au/8Au990MI+LEf+zE89dRTGI/HeNe73oXPfOYzvc8cHR3h+77v+5Km8gM/8ANYLBYX7UrvnvKHMLw+7YV+pDDdzADDi4c1Pdqc8SaPsFYklinNFOkkYS2T+7VYLHBycoKmaTAej5O5+/TTT+Pq1atp0RdFkQRSXde4c+cO2raNCRtceoamaRIvUDo6mA/KuKisGTObzXD16lUcHBykUgsyg/jlK1ewu7ubOH87sxkuX76cTHnmNzJ2ts0JJjV86eGWG0VyaYfOvGH+zW0m/JDUzI2F7/BA7Xl9B0W/5HxNJhOUoxJZnmEyneLqtWu4eu0admYz7O7tYm9vD3t7e9jd3U0HB4eW8mG2t7eXNPH1ep2y4T/99NPIsgxnZ2dp3r33eOWVV7Ber/HGN74Rzz77LADg1VdfxSc+8Qm0bYs3vvGNMJnGcrlA09YoywI7O1OMxiWss3CODma2WHoCQymYyCJgmGo+n+P27du4desWlsslJpMJDg8PMR6PN+CO4Tye13rj+wga5hBGkIJuCK0Ev5kLVzp+ZRUDfp+VE9kCmN3wByg0l8slvvEbvxEf+MAHtr7/kz/5k/jpn/5p/MzP/Aw+9rGPYTqd4t3vfnciXQPA933f9+GTn/wkfumXfgm/+Iu/iI985CP4wR/8wYt25dwWgofzFs63cL5FCBZKe2ijoA2gdYA2Ciajv7NcIcs18sJ0P7mO7ysoTWp8GETtSm2UF5Cky/CksvYH9CMQeNGykybPc+zv7+OZZ55JoZKMXx0eXMKoHMNah7PTOWzrUFcNjo5O0NQt1qsKznqs1xVWyzXaxsLoDHlWIDM5FDSy+PtoNEaRl0BAMqsvX76Mp556KhGwp9MJ9g+mmO2OsLs7hsmI91fEzXnp0hXszPYwmcwwne5iPN6BNjkCNLzvnzFysylFyTFMnlEdG61jjRei5FAVSIsABxda+GBByb88oD3NnwGU8vBxjn2w8IHKiQRHlRmp9AUB/SpQViLOPqWAmP0mZnTXhn5MlxqQhQ0LQASyGg4O9nHp0iHG4xFx+5TCeDKGycgh01oLHzyUVhiNx5hMxtBaoarWKMsCu7szTKcTTCZjFEWOe/fu4ubN1zAalcjzDEoFXL16BdeuXUWWdcl2Zf2qz3zmM2jbBjdu3IjWCyLvUiMzJYAMtu2vM+ZxzudzrJYLtLZBCBYhONT1CiFYGNOR8e/du4flconxeIyDg4OEvTKMJR080l+wjbonDyi5b4aH27aw5c5aAKzt9hatlxYhOKp1lWmYIoMyin4yDRcc6raGsxa2pRLW3rkkJIMHlAOUV9D+0UXhhc3z7/iO78B3fMd3bH0vhICf+qmfwo/+6I/iL/yFvwAA+Df/5t/g2rVr+IVf+AV87/d+Lz796U/jQx/6EH7jN34D3/It3wIA+Of//J/jO7/zO/FP/+k/xY0bNy7apQ1N0weHEBy8J1J7iAmrlKIfbRSyoOG9gtZAlhmi0jgD7zVCoBKxUAFKGSgV4D3zOrenuJIA+jYzUamO+sCfZYcDb9SyLHH58mVcu3YteQOn0ykO9w6hoXB8fIxqXQMgwP/sjEws733iX1IMMhOdGxjT5bUclSMUBWkd0+lOdCaQRso0IYAEaVEWUDpgNC5i/4gArLVCnpMwyfOcqKdQ0CaDUgaAhhfPjsHvABHLuUgbEOPxvad0buTLJF4lFNUxiqnjuLoQ41hJSwge4O8FRTss0ndiB6gPsZYPbcwumkRHvJTnU2qxTB8ajUY42D+IPMFYZ6eOEVnOwCsPWAsbM+WncMpAB9BsRvNzekpJnL/2a78GZ2dnuHXrFqpqjZOTY1y6dKmHEd+8eQv37x8RDOF9oilV6zVeeuklXL58CZcvX4mhnzmcDXA2IDMlnKu3Qh/OORLqYCyPSv9StBpiPkyFpnGJRjWZTLC3t5cqtLJwZE16uBe3WRK8DuTnhvuX3x/CNjzfTdPC2s5hRfdS8RQVUUAK0EYnvrBvW7RNixZA631cL7FPgdbFUCF6UPuSYpovvfQSbt26hXe9613ptb29PbzjHe/ARz/6UXzv934vPvrRj2J/fz8JTAB417veBa01Pvaxj+Ev/sW/uHFdjtzhdnZ2BkDkTDznR06adBrIjTFU5/mzkqbQOR/6A7vN/JBmpjT/eZFIr7aMX55Op3jmmWcwm80SrsU0nvVqhbqqE4BfVVVyInCEECfskKa65OJJ5wRTg7ivTOvg35lrWVUVjOmXGuAaNIyPWWt7yU6UIsGk0BVwY22Jx1GSnbnPHVthk7weBvN8bnRW6F7bhlE9DLd60Abn2HAAWCwW8N5jd3eXDsIWqNZVD1NMXnLrEHSIPNdR4sDevn0bbdtiOp2mueD+Mc8WQJrH2WyG+/fv4+zsDG3b4uz0DNZZ3HjqadR1g9u370ApouZoTXk+lenGeshfPg9uovOkw5TbtsXJyQnW6zX29vZw5cqVVHxOQiHStB7i1dvGVI4tX2dIau+4xYRbshyQ2qwPgZI/D1LKdVg3HQaS3dAT9C6WQrkAVvslFZq3bt0CAFy7dq33+rVr19J7t27dwtWrV/udyDIcHh6mzwzb+9//fvz4j//41vfOE5ZadzzJYQQKL6CeN04sLrkYZEYipYIoD6E2foamhcRLASRhJYVQnuc4PDzEjRs38MY3vjEdDuzIsdaibhxWi2WqmHn79m00TZOEl/R4MiDOGKYWnEIW5MzFZA8qazbz+Rxa66R1tsLryouKnUX8fOxAkM8ZqDQjTNIGBpEnoU8R4gUOAEoDw0N/OL/y9Z5wi1U1+b1ta4XbcJNsu4cU0Dwf0knIjiBbO1TrqremmNmQZzkyY7BcLslqODxMc396egqlFK5fvw5jTKI4sUOjKErMZioJ4p2dnRTa6ZzD2dkZFDQODy9huVzh6P4J8RazDK21oMit/rqWJvB5LYQ+m4HX0P3791MoL8foDwUVt/PwzuHBNIS4eNylj4Ff47UtGRTSVyHzAaQ5VCrCNdsPRHZafNmE5h9Ue9/73of3vve96e+zszM8++yzGyZgcsSEAIozpUmQFCL2DLLGxgRwyXWU4HHvdBZrbahh9kzNuHkkN5OdCyFQ2YKiKLC/v4/d3V08//zzybHGGg1Tn3hzLOek3TBQf+nSJQDA6elpSvTA95Hx5axtsqONtRYmz7PDh7VCNkkZw9PRQcJaMQt8XtQsMAEhxEJIp/dQC+8wqj5/jscvU3prdIbUSIZCWG68bYfY8O9hX7a9NxQCfADygcT98N4j2C7hBD8LH1Lk1OrKNzAvcnd3FwcHB71CeRzUwPzhoiiTRUI48zTVZVos5nDW4t69e+ngXS4poXWWFzBeQxvdI7XzXngUp8zwdxa2rOlNp1Ps7OwkqEJaNEMlRSbeOO8+GxCbsNY48z0FE3TJhpPlsoXml6ybQEEcLhbF2HAKctnnL1fsOSfGvX37Np566qn0+u3bt/G2t70tfYbTW3Gz1uLo6Ch9f9g47diwbVvcAG+GfqkHBrAlqV0m7Biq/lJopvts2czbcBoW4CF0HE1+TtbsdnZ2cP36dTz11FM4PDyEUiptxvl8nk74+XyO05MTKCjcu3cPIYS4QZYpkon7ylosm/z8nOxgkqY4L0D2iDNxnmlQeZHDui5ZMgsFvr5MXgF0/ESgn0FoOEZxoFIpBmnODedWcmWH2Jkcf7lBEwNvi1a6TdN8GHxDf9PG5bXAMAdDHaEJmE6naY0xRMIH0Kgkcrr3PmWimkwmmM1m6SBlbXI6nSatf72uegcEj+tkMsF6vYIyGov5Evfu3cfly1dx/do1fP7zX8B6vQKyLjuVPKg4rPa8pvr/22hai3yg7CQDMJ/PtwoumZZuiLGeh3nza9066ucWYIEotVmpXcrXbGspCbGYO4m5+tamYnuP2i7sPX9Qe/7553H9+nV8+MMfTq+dnZ3hYx/7GF544QUAwAsvvICTkxN8/OMfT5/55V/+ZXjv8Y53vONC95PaRxKQ8V/WFmUmds52LSv8DeucS2qCvHZUnnpNmvbyNJcmkYw4YsF2/fp1PP3004mHyZ7zqqpw+/bthBNKXiafqoxt8TMx5iUFNH+eeX9c4lXSgrixZsu4HWuhwXvKEAMkqpI0ydlBwuPD9+VIlW2LmRvPkdxMMsEHz+3QK3vev2mzQG1szOEa2X7QovcdObd0aOjUPxn+ypp8zuGjMcSVKWv0PmHAbF7meZ5CYj/zmc/gpZdeQtu2ibbkPcX/P/fccxiNyjSuAB0cfF+tuwijqlrj3r27CKCoIme7LP8s2OV6DBcIGRw27kNZllgulzg5OcF4PMalS5dSpJlUUB708zCogIUuH9wSWpPKkIxq2hR+m9qrDK2W8/mo7cKa5mKxwGc/+9n090svvYTf/M3fxOHhIZ577jn8yI/8CP7xP/7HePOb34znn38ef//v/33cuHED3/3d3w0AeMtb3oI/9+f+HP7G3/gb+Jmf+Rm0bYsXX3wR3/u933thz3kIDggUMUAUEw94B+8sUY6sS97Muqrop2mwWq+xrtao6gpNK2qcayWEo4JSxOekRdDPjsK4D2u1UoCyIOhMAaAsC+zt7eHatWu4du0aLl26lMybPM+xWlBOyuA8Mm2QG9qko6JEU9Q4mh+hLMuU1Xs8HsO2LX0HgIlYJGc54gXEeNR8Ph+Q1imLd15kqZ95nmE8KVEUGeqGUsCZLEMZPe5QXNFS95KbSEcXDSQJRuWJRqS9j3VwQjd4QKIEGaMBY8hzCwLuk/aIaEpDASb0vNzd7VSEAzSg6ZqeLkIF5kL8e9DHEKslAv2Q2/4a48/0nRysQRVFAYzJ+cWCPM/zhPfNdmawsT55UZIQdd4BigSctRYnJyeYTCY9k52gkQz379/H3bt3k6Y/nU6xXq8xnU6wWC4p8mtdYbFcoCxHGE1KlKsC67ZOQQwsdFmYURXUB2lWoZur9Dl6jfmdEkPn/kvHo/zMeZSjNBUCPhm+LoUlWzMbjkXQvvXOoWUtV+s4ydxnl55By4KDGjBaXSgq6MJC83/8j/+BP/2n/3T6m7HG7//+78fP/dzP4W//7b+N5XKJH/zBH8TJyQn+5J/8k/jQhz6UMDQA+Lf/9t/ixRdfxJ/9s38WWmt8z/d8D376p3/6ol1BaBu4QNpl8BQyRZQEwpJCCPBti3q9xnKxQFVXWK8rLOsKrW1TJE0IVIeHSMEe3ilyqkXw2AcFBE2bnO8diJrB9b0BhTzXySTmbCq82Hd3d/HUU0/h6tWrKUzv7OyMHAPWoVqsE8VolJVQ0FAemE1maNcN4S7WwmiN/b09ABRDzI4dvg+b3p45h6I2udS+lQJMpmAy4lUCBmVZYDTKoY2H1gHOAZnJkGUU1aSgoBWVrA3CUy21Mq0poYVXRAJC/DfEuGFvSACyMAzeQxmDTGs01kEpEHHZuoSLah3gk2BUgJa4pu+gZhXpSIhaSADVxAbVxu7hYGBTfrsDaLDS4vcQTUWKWc4yg6LIEdqARnA8gQ7jtM6idRajCR1my9USIVC2/p3dGVaLZRLG7JHmkr0HBxTSOh6PcfPmTSxjNqTpdIrpZAd1VaNtWmit0DQtzlanGI8n0CMFEzjfpOrh3fJQP79t0UQV+0x0cuTx3FtrsVgsKD9odDBKNopkE6TLDfwBLBjlAcwQFdBBC/xZvn6WxYqfIKFpW+Lreq3jGvNQytM8+LYr3RyfqQ0Ozl9AYuJ1CM1v+7ZvezAmohR+4id+Aj/xEz9x7mcODw/xwQ9+8KK33mjOOgQvE752ESWtbVN42Xw+x3K5pFIWTY2qbeHiJpbf7U5JJPoKOTa235/f5x9OeMx0HFb9Dw8P8cwzz+DKlSsJyGeO5nq9xunxCXTQvTpBDDVo4YThPJgckqe1TlEobBqyycZmuY8nPpv6LNS11jBZRzWSKcRSIltBvWLtis1U593G83c/GkoNqR/d3xmx03tmExA3oopzyNr/APaQmt4QBx1CccNrDwXGEL9ED8fc5BhK/LPjCXbjIiPLDg4OEobJiViOj4/THF66dAnjqEjcv38fxhhcvnw5eYcpIxX17fr16xSLfucOQgjJjF/M51hXVerLarWCyTIUeY66soCoCC6TiZD1dM6mOkd+pJcDksdZHjK8fzjCbD6f98ZXtqHmyfuWPztcT3QPn5xrrIGy6a4UBS203gsrJkQYyMEHipDaFjFmlKbw2a+WLEd0cnWetYR3BJecI4zrscOEciLS94f0Iq01qIx1F59+ngNCtm4RBHjfEX5ZYF6+fDlVFfTeJ685R15k2mA23sFoNOo9CxPAx+MxLl++nHAxvj6fzOwUOjg4wM4OXaeua7z22ms4PjlJDh9eZPJ5s8z00oTxddlhxHjYME5fYplDbFdrhaAUIGLC5Y/O+8k2pKYR4HqLW+LFHcZoegIsNbXpqht6coFOgPSw6BA2NCjZ5AbmPlD/DJRyCc9l+COEkMIR5/M5bt26lbDzRCvLc4xHY1y9ehXHx8d49dVXYYzBlStXcHh4mPBDXgPPPvssXnvtNVRVhVks47xYLWMBNY1VxM7zsuj1nfFuxrkl5PD7aXKMeJzPzs4SDMRjy/PJ4y7XkBxbXivDNcrOuCHViK/JDkB5yPP1meM7vE8am2hFfNm853/YTXrTtO5qmbe2SdoS58aUALL1HcWAzSkSRj6aId2m5omSTf7Nn2ETnU1vdqrs7+/3TK/Dw0OUZYm7d+8mgvPe7i52RtOkTbJJxXHg1lrs7e2lMDgupMZJjJumwXw+x9HRUap1Mx6Pu1R3bZsWMeNu8lmkY4O5oR2xuJ9IOC1cdBrXJm5FOKEUilJ4hawPzG8s5NBP3MFNCm35e5oPHyhyaHCtbQ4e+fzeewziFjY0zuGGGz43WxWcio9zb56eniZMUnKG7927h6ZuMB6NcOXKlVTD/vbt27h79y7e8IY3YDbbxaVLl7Gzs5P4ik899RRefvllWGtxcHCAe0f3YaNwRU1pDU3GhPCOMM44N2myX9paTHK824jfcq6C1WqV9ofkYfK/PIbDuWKlhce8bQkC4PUrDzcFk7TyoQB2ziGgq4k0xEzpvOycno/SHmuhOQSPebBZWDIPUyYVts7Bm371O255niFoSqM/jKHtJnQz+od/Vyogz4uUCZzLUVRVhfF4jOeeew6TyQSvvfZa8oAbY7BarnCanaYJl8KLtTCKe6aEGuzx5vfruk6JIO7du5e4mAcHB/DRbOPxYuoWjRVlsk4mt+syMbHXVXqe5UYzWQaDrhRyX2vzPQ+51IxZcA9N8zS+8LFfnZYqN9eQxtTPeNSPdBmaf/zaNvM8RRWK724zz/nz3Bf2rOd535E0Ho9T8hTG4jh9H1tA8/kcizlZJrPZDJPJBG94wxvw2muv4Xd/93cxGk1w5coVPPPMM7h+/TomkwmKosDzzz+Pm6/dRJ5l2Lm9g9V6DXZGknDsIq/YjOUDmOfLXyBBxcOaHCfGjZlWxSkK5XgP2Sby8JP7uTO/WXC2nUUSQjqEnLM9oSkP804wbgbAxE5d+Hkfa6EJIAlJmZG9GVCNJIWIkio4Kqyluxx8CYszGpSHQfUI6wBAefk6YTn0tBYFXYs1N77nbDbD9evXUZYlPvvZz5JJHk1vxiurusYrr7yS+HvOdeUTeKEAHf2Hc282TZM4gMvlMv2w5rO7u5swVr5XCMQLZLCWCdAAPTdjo6xl8uKVjeO15QLthEaAC35DOLKGoLGZ0UYKTWv7WfPlZhhG5UjngdLsYkJ6Ft7EkmPJTZLy4fvRx1JIDiEIed8sy4BCxXo1XagqH2gpFDbi0EAnWKbTKdbLFe7cuZOCGMZjMtdHoxGOj0/SennmmWfwlre8BTs7O1BK4U1v+lqcnZ5hVVUU5lhV0KqjFRFs1TmCsixLygONwZdOaPbWRRwf3n+7u7soiiJpiRKP7sFisfG8Dqt+Dq0OPoBpTwd410ErfIjT4W8B5bdqmmmuL/iMj7XQtM5Cx5ObNcvVaoW6qbFer1INcw47c87RZlbdpuhjdeR44fjdTbO8Kw0sBRm1AGuRiOtsTs1mMzzzzDPQWuMzn/kMbt26lbQ9NufyIsfidI752RxXrlxJC3xvby+ae02kj+hoZiPhU86Ric7hjUoR0N80hF1pw7xNB61zZBmX3kCPmzaM9pGmeXeid84ZbRQ0NotlhRAQXIAN5KQLIG84C02lqCSxiV52qU3SdaJzLlFjCNBXiOnMWPOkm3U/WQat6PtxtnraImf95mfvm4ub5hknFQbfB/Gg0ArOeWhNjIpgMqhMIxT9sslSQBpjYr4EwnurqsL9+0ckyF2XGKMsS8znc1RVhf39fTz99NM4Oj7GK198BXfu3sXR0RHe+ta34sqVK9jf24N3Hs8++yxu3ryJ0/mcKHPWoW0baJ0nocnOPsb3nXNAiNr2OXvr9RrvUgu31qZMSUVRpJIe8rPSoSPXwTAvJsM98iAEWDv1SXPmCDZeb9a2UJqwTbl+0/6P83yRI+SxFprOWlrE1sLZFrZtYNuG+Jh1nYD3jRPGB7Qx56ACZe3WWsU6MXmst7ItQ4sHZ0oigjBtUgLaA4oiT2m0OJnGM888A+89/tf/+l84OjoC0J2EjD/WVYX54gwBAXVbYbGkhTGejqBbhbatYZxClucwJiDLcuzuTjAe57CWsNgAhzznPltonUXqEJDngLVAngFacSy1Rp6Z+DwKeZZRpiHvYbSOPDcqwqWVIlgjjmNmDIILCDryUZ0HJSZSiZqig8jopAEdAlpH2qMH8T+Dj5mfonAliMACwaOtKiAEaGNgo9ZZFDlgMugQifwlwQfKGGS8mdB5wSlJrQKCJYEa8U5OC8Yeeh88dFBUQTKa6ibPAK2J+hV8KvdLa4EyZzkdEFRAiE4gfl6GV6hMxQyTyRhnZ7vQ6iZeffVV3Lp1J4W1FkWO4IGbN29jNB5hb28PTesQ1Bl29ncxu3qIa9rj5P4xXnr5JdRNhT/ydV+H7PmvwbgY49LeAZ5/7g149dVX0Z40MEHBtR6q6NYtH0xcyiUEQCkTebIyV2bHP94uNR8sSqX5y9o/OxkZgwc6ipH0B0hhyEJT8mEBzoRfb7ECNHzWhTkrreAdHbY6cHVat2FtKKUQTBY5xI/eHmuh6T2dmC4S2JMmoTtTTmpQROPxaOLkJQ0omSyAUi4JTWDTFO8+x+91SYb39vaSwyXLMty4cQOLxQK/+Zu/ifv37/cS0/KEHx0d4fTkFEWWYW93F0oprNZUO4Y1ZASHosgwysqUEzQgIC8MyhFpi+v1GsslleJt2gzlqEBRZNHMMRFvzeO4MW1DoSjKnjnDadukWdtL+OEcQtQCjDGRcylwQh+LVClPpHVEjNNZhLh4G9cCMXqETMnokBGYlhdz5BjLslT2GNE0NlpD5woeII1NKVixcbss6TGFGBA1Eo8QXA9qAacIi4er9woaATAABc51hG+lOieCTtzNTViAYvMLzGY7mM8XODy4hEuXLmM2+3wUnHNY26D1RMJfryvkeZEyuR+fniCrC1y6egWz2Qx3XruJ45NjfPazn0VZFHjz13wd9vb38KY3vQn3j4/xvz/xvwmSahoEICVQllxHWnsaWpnE0eo7O9mz/vp0TV77vHcYm+fKAOzoZOHovcdqterlMGCBKLPcM+uA/QBS8BnTJVVOjsfghGKzyYbg/jnvLwxUPNZCk9JuqY3kGgidg4I1gHQ6BY3SGJjIrZNedfrdd5qKaEPvK18/hIDRaITDw0Ps7e0lc+Py5cs4Pj7GJz7xCZyenkGpfvw0h00uFgsEH1BEYaq1TuY2QKZekZvkleQNwM/Lm5P7wzguZ1TihScXoHwemdWbP8eLnq8lQfvhWEjHTM8zGbUHGbKaBLCAAGR6ObnJeFNxDlI+bBizk/1Ozpk87wne1JekkZit80rXVRGaER51sdEkFCPXwNBBJB2M5K2uwREoSikcHBxEKtpl3Lp1E/fv38VisUiOGi5fkmUZ9ChDOR0jWIed8QTleIzT01O8dusmrPeo6hZvevObsbO3i6/7I1+H45NjvPzyywgAFnWDoFRPEDGdjbDjzoweYr2/nzZ08rCZrLVOuWNZ45NOR9ZCOzilS8wtrT6Jv2/zyPPrrPV3jp8uuEE2XlMXef7HWmjSxupnzGHvIQ8Eb85OaAYYTaYu0FExaPM6NI2Fs50DYhtILU0JxjABJGF1eHiI4+NjfPrTn06UC2N08ihyBUnOmVgWBbLoOGJB2NXQzmlD6+6ePPGMhbHWx4cEe8KZYM+apFxg8jq8kFloshMLQCK58+v8+5CKxNozjY2BzjTqpk4JIlhTtdbCNnXyOjOliucT6DBBFrJ8Xe4TP5d0EHjvUWgKx5QaR0dJI21wuDmSpumAIEy+bVSoYZNWDcM0zlEWrc4xWeHo6D4VP5uvcf/+/Yg1muSYYQ0K6A4qbTTcwmNaT+Ebi2q5wuHhIbKnn8bnPvc5rL74Mo5OT1HZBm//5m/BUzdu4Ou//uuxWCxwdHSE3aKEE848fpYUAectQuhrdr/fxge+3CPs7GSBXZYlqqpKlgBzUXk9ynUqMU3OESGFq3RC8lzyv92PT5aBnHMeD7Y2LtIee6HJIW5SuzBGo9RljzTdmY8eTmiekrKiVAu6ZD/fJjf+PN+bk8qyaTGdUsnb3/7t304czG4DhxQCx8lDmCqkjYFWqrdo2EveCWrOXk2bixcLk88BpIUoNR/ut8wHKReZNHf4O9L0kRnW+T58b17ovBl5fLLMwKvOg8rX6FgOLbRep9eHDgLeICw4JRNBfi554/VmglnpXOjmV/UEKn/eWgvlARe6Zx7Oe49ELxq/x9dlC0AeOlQ8z6EoLIqiwK1bt7FYrAD4JDhp3VLOzNVqhbZp4YLFMgS41sJkGY6Pj/Hsc8/izV//R/CZz30Ot+7dxUd/49ehsgzf8rZvwnPPPYf7d+9htVhg2VKW/dFolLRyKXDa1kGpbuyGc/x623C8ZSasqqrSHpFBGkNlYIhZsgUlhT5/Rx7eQ82f5sWA6yU9aP6GGuiD2mMtNJ2n+ORhnKsPHhh44niDqci2kKcSN2MMikJDq86M2UaiZkoELwgOm9Na4/bt2ylTkaSncFxu0zQ4OTnpIhlCoHC6KNhms1nP/OBDgeujKKVS1iK+rgTS5eZlfiZnNuLFJzU3No9lJAULIi7Axic810aXZrw0rzpBHQDv0kKXwpUeAum9EEKqeii9zzx+UjizpsvPx3PGwrdpGjhs1pjvDr/Osyotk7ZtEayHVv20Y0PNRbah5sLv8wY8PT2Nsf5NZD0UOLp/nMo2TyZAVa26+8f+sKf5+PgYvnEwSsG1BFHkZYnPff4lPHXjBt74NV+DW3fuYDlf4H994n8jNwZvefMfwdNPP417d+/i5dt3MF8te9zGbdSrbc/2epvU7nkshhAHKwrMVZVaPX+GTfdu/jv+tRz7oXLAzyIpYvKgHEJsr7c91kLTWguFbpPxCV9VNVrbr1DHi5KzYjL5GuiTn40xQOhnUknfDf08gePxOAmk+XyOxWKB+/fvAyAvJNMf5MZeLpeJHsGkY6U1Ff6KJ74MO1NKEZyQZSiKHEr1HTUsOFkoMibIgm61WvUEtNzcQB+/kzxDvofk+LH2x2b20Ezn99rWw6uuTHGXJCTSX2yGuo65ItGVVTDG9HKa9qKY2s4kl/g1QxJN08DUNWBM0qzkxmOhSXPTzT1vRt865CKlXXJIed8ToDxmsnlPGCGPMWvUq9UqOntaaG1Skpbj4xM0jY1e3e6w4QqiXCcoBAdvo/ka34dR+L2XXsJTTz+Nnf091E2DW7dv4398/OPYn+3iypUreOqpp7BoLaq2SfPLayTPcxR5Dqv6IaNfKsE51NiGmivPs3SI8lqSwl3OXwg+rWnurzTNpbLAfZA/w/3bN+kv/oyPtdB0zsZSni2ci2U6rUXT1HHhUilfay0RsQncQDDdREpHEE2Eil5fpAnl0xlA0gR4UjlkjhNkkOPDwZguAxJrZOv1Ok5aF1VCRHIfI3cW8N6mEDStAetamGCQ5QWynLAhpQOgAvIiQ55RdcnOLO+TrPkZvXfp/RDIA8za4vDk7hYYC+4MIeQRH1IIwRENyqhkOtP4uxidEaBMB8SzMyjP8uhxD7BNAxOFaJFl5IDzHt5aKk8QPDQArTRa25D33Xk45XqHIc+BUgpZkcPkObQCbMx1qbSGMgZKG7ouOkqNcxZNU8E2NULM6LRNO+HxOE9zCdoDOiBoj6A9stKgGOdYrB1W1QpnJ6dYryvYlgIQFosF1usaeZ7BGw8zyhGshbMNlk2FvCEPc+sdtFKomhp5UaAYlbDeI/gW9+7exeHlyxgVJarFEjdv3cJHfuVX8R3v/g5cvfEMvnjvXuL5slbHXGbvPdHsonyjtchWV7iQINmGEUsBPHTQAEiOPM50L2EDqcDI7Exyj/Jnh/eRWqoMXJAHZp8ZoACOTb/AQz/WQtP7Ft7H2FI4WNfA2hbe0cZzA42kZwKI60iskk04qY3IzcJeYD4F2Zvb92Z3tBSJN0qPHiC5ax46OBRFDm0CoByU9sjyDEoruNBiuZ7DhRbj8RjK0LMrpeAC4Fwe07qNetoOm72UfckkYS/xR6BLwcUmOn9HG00VIYODDy2KkjOYt/BtG8c8i2MGBFj40JJQdsSjDSHAW0dUoRAihYg0qJB56EzRxq8qrJerZIKFEGCbFnkOwFMUUfAeMq+C3IQABTuUwcPmxF+l6ygEGARlYL0CtKEsS/Comhr1aon1agmFPKXAG0Yd8fhIDSW9j0CMJAM45dD4BrWrUbsabWgpr2sMoawrMsNJi1RQRqHRDiozgAaUz6G8x9pFjHNUEo9SER0LUJiMxtAgiGZxdIzJeIpxMcJ6VeHlV2/iVz726/ijb/2jGE+mKBaLdADLdUpVVj1UXPKBWFyRVeWAyOF8WDvPzB1CWtsEJ69/Tl4iLSC2SBiHlzj/ZDJJGDgrPHI+5PruDjekf7u92P0OnsdHbI+10AS6KAw28VLkjzBz5eT6EHopVodmCUWHbMdBuEnHA08cn5akvfVDurgv25xKlIdQY1xkKeMQmyuz2YzyaxYZmpa0WKrnY+B9h0nWoU4ZdjhsD+iqGnK2elnagsakX3ulr1n1icZsPlrbpEVc1xWapnMycWq8bSauxLpk9E0IIR0espqjUh2Hk8fcO8q3yePKG4e1p6IsUI7KiHV32ocKASpqFHmeQ4UAaxtKWhvzFGjlURSjRFGTwlI65HoaJv/9oBKwscNFUcLoHOt1FR0+UwQFFBmRsccAZrPdPnRgHeqYO8G6BtZ5ZHkBbTLUzQJAQFmMqOBa6+BcwO/+7u8iz4uYOemot167GjsxQa9oWnfBVSqo1O+HtaHQHOKY8jVeY9KJw5ZKH0bpf2eo3bP2KB1KQwVFQjgM30ksN7XXYZ8/1kLTZFlKJcsbqG1b1E0DZ0VWHYlpICBkfb6i5E+Syt73ssrNz/fiSTXGpBBG6RFkmoU0N9IdlOptTmOyWDSLcMSiKOCcw3w+J4L0aAelptBLdqAwPkXBjJ0XmnFIWZCLtQzCU30SrsZkaVG1MQv8eDyOQpIpTS6Vt2BvOGtijHEyOZk3A5vPjKMBSF5iTkwBdAkXpHDmCBJ2WvFYKqViFngqpMWCm/sNkPCp6xqj8Zi05DhOOsvgPaVPy3Oqg+0FNzeEkDBwqbnI8iHDTdsJTAABadyZY8s5U7VSsY8rrFY1FvMFmqaFUhqtc6hg4UMXx661ivzEAuNYb7yu65RWcBmTX0ApVFUN749xcECZs05O5nDO46WXXkJRZLhy5UrP0mItnp7nQULx0cntj8IykBgkH6rsuGM+MtDfp0NPOFO50lzH+zLuLS0AKTClkJWH+fBpL9Iea6GZZSZpC1wYjbIa1XC2fyLx7wFkIkL1OZxJuIUuvlyq/0CnHbIJIE0KWUAKQM/0lX2QjiROBizpQ+PxGNPpFOwlV4rCRIsy7zl/yNNfIDMZgutqyHBGGRZak8kESimisQwqB3I00Gg0SvzAEKhWkFKk6TjfEc1Zg5U1eiRpnaNPpKbP486n/Xg8RpnRQcOCl6/FxGXWPKS2x4teC0cYjwePMW+s2e4uAHI6zHZzKqWhaL0YDVTR2cRCj56PNHPOaSqZD3KTyU3N3+/Mv+5zLBS4PlTbtrCD2lPOOXgd4APF4gdPKMZ63eDsbIk2Whb7+/s4PLwMax1WqyWatsVoPMbi9BTz+QIKCvv7hymP6nw+xyuvvII3v/lN2N/f37B2tKYsR9ssKaUUvHuwGJGfla8N1znQ50xKTLLbw1myNCQ0wu9JOpS0VqRAlWwJeWBLRWfoFOK+KaVSFYFHbY+10ORThRN1sDYT/HbNUGuNoAAv6kHzJPCiapt+8SUeTFlQLNFbhPkvCbncNwBJo+R+sDaiogbCThrycuuYsTuk0rq0KIAs74Q1a5l5nmM8mqDIRkkoAejROYzwJstyFxR50vaENCeLoO9pQDnCiOMzSmElNTAAicokeXms/UqstGkawJGpzcKa47Cdo2S7TPpnJgDfKy+KlICENwXQz6xjMgPnqVyGKuPG0pwiTcHZjmTftA2qyJfNTJnuN9Qm+5YI0lzGX6CU3lhPaVNLLFRscmvp4PYOVIIhONR1G6leI2iVwYcWi9Ua66qBNkQB29mZIS9G5HhrajR1EzNezeF9pGKFGkdHRzg6OsKb3/zmDQ1OCoih4EMgkv/D2hDP7O2xgRnN+4HHge/PhxxbadIiYyvl7OwMu7u7idcshSCvdV4PUuByG2qZPP5JNvDPAzXvfnushWbbWrQR3OZJG41GKAsFUhq7LC+JdqMAxyW1lOptCqYCJa1GdyFmLAzZJAU2Q8bkpmHsJtGGovBisjFjhBRxA4wLk/IPMj1Ja4qwyHINiq/tBKBcBBTj3OXJ5AUq095JQcsLUNYxkqc6LWCNAAtOqeV9P6xNNnnIDOlQEhPlw0bnGdYxSS8fQt4Tt1ESmbk8LEBOAyPGk7m3POdt2yYzF6AwztFoBKW7GjlaAz5SfJTWcNalOTCmi31m3qrUTHiMhmaj0lRwjueYN7sMR6X5MET1KQq0rUUIDh7kQ/JCONO4MZ9VQRkDk+cwWqNqWizu3EFRFLhyuI/d2QzH9gR1TLqdZWXiKTdNg+Pj41S7R65JymZ+DldRAeohNXOGWKP8eyg0+b48DvJzfJhycAiXrlZKJbP91q1bAIDVatXDy4cKi/QZ8JxJ+pLcl/wMIQSELQfiw9pjLTRdIqx3GhxhaBoIMfTQGGglSNIIQBQO1lpYNiEBIMbjGq0R8hwIIWoBIWkMCFTpLssyCsXkxRETeHANZcbUAKQ4cHbSkEAzaJoJbXwFFJlOQskYncxvRbYDlNJddnU2V8G0mRqTyRhZlvcWKvEDu7yCvICoNKxC21rUVQXbNtjd3cM4Ch8oygBEmZMIdqjWFT0bACRPtoO3Fi6anUEb+tvF0z7uPe8oCMFbB9u2aEFYo3SesfOLHWEcScPPwkKdUnkpZIayHykAk/EYjTFwnvJXaqUwHo0wKkdkzhtD2ZJsA4DWyqgssUiHoiaYIwShbZLJThvSIs8Lwi5NP7emVgouuCT4ECiLkm1J23eWs+BrStycZfABcF5BByDTRIeidedirRpaX1OTw3pHa5Q1qKCwWq5x1zns7Yxw6fJlnByfUjhtlkMbnbDnk5MTrFar3pqgfbDdm02f2XTuDNtQc+uNxxb8F9gsI8KHhDEGq9WKsn1FWhRfbxIx3cTp1BpZnncYpCL+nITMhnxMVjBYTmxYEV7UFXrE9lgLTQrCB7KMgO08NwjB9BdCAEIsMKUN8f6gNBV89x5wnhZtnsc0UgCCgg8ewdO1EVPbUpyxiZvMQGkFo2NMttGAstAayYynBcJaHnnHJVUphKLLKaMot58xJgloYwCEQJl0FKBiieKAkNLZBe/gfI115VIdoI4UzJtCwVoOO3RQKpD2qjMoTzkHm2qJTI1RZAZNXVOuUgM6f5yDb1s03iJEojacA5oWJtKJTAB8ywEFlDyDF22zWqOpSXu0UNAhoIx1bKTZmOd50owWiwWVvRWCU+s4byGgrWq0dYNcGxQmg4ZC09TItIGBQq4NcmOQZxkyRRUUDQygMjidwQQDVzu41qPMyqiNKijFXEWOFvJoG40wClAB0N7wXu3gCEMaIYKFUoBtLZq6gQYfdDmWqxWqtkFtLXzQ8MYgIIP2DiE4hBiPbpRB8CqxPEyg9YYQYJ0DPKCDxmpZo6lq7O/vYbo7gylzrFZL0saLAGfbFOONuL7YiUICpMNsN5rrx6T3hKiKzCRhgUmLSu49KayHkUiACGGNmHue52nOCaYY4/DwECbL0DoHnWVwbQMoBRs8QuyLURDKQb+0CgvMoRDn97Twdzxqe6yF5tARM5zk4WDR5xU6ThpdR6H7HYEq2PEkS55Y5+GU2oZBnpNWmBcjBLDprjCbzRJPLjkiTJfQt+9g6PNBWUjwm6x9yhO9czZ10SXSDKeFRIT9LDNRuwQcoqDTCqOyQBU8bNtgFc3bDsNTsIo9kYRvsumsPZmWJOwJo/RRIwo+oG0aopNYi+VikZxeCAHWtwjBp7LOfD/SjrsImdVqteFc6PEnBSyjxZzT/HQhlkYbJMiKBUZ8vjwvkBsynXnfZFkHUwCAyQ2lvBM4GpuDeVEgH+coiwIucoO5iB+gEqHfOocmBly01oGiYjVa22F5vI6ZcWCtTaHCrMXKdetDwP2jI4xGJQ4P9wEAdb1GluVwvnNAsvbM/aJ1N6jEmZqCQuhlwO8LGg0pXyRWKQ9sSS5nYcZ4Mb/O92fIa29vD+PxGG3bYjQaoYgBCtoYrKs1qrpCJbJupXBek6X55zU0dOINcVaWERKDftT2WAtNoOPr5UKz4QHbFkbpPeFdcKqn5QDRhAgx36DWMeSSzHzFmEikygyxmbIsMNkZIct0b1KVoqQJbBJLT5/sYwj9mGgpNL2jcNFhaKP00MvFKRfieDyBMV2I2jB+l3FF9oRz37Msg8nMxsJLjALrYFQXrcEe4hAClDawrquqKQH8tm3R2H44nCQj83yxYJJCRGpF/N0NjFEBeVF0G1hsJoVOMBURzimKoosKiW3DCRRAnm0hNBnnDADl3FQ1mqZFa1swnaosSxRlidFojP29feisxGK+Rt04VI2F8wHTctq7d4cp+42+DL2/Shk45zGfL+Gcw6XLB5hOJzg+Pk7rrLe2cT4hvScYz3md/u6S/fL1JJ7Inms5R9wXSYEbPheHnu7u7uLs7GxjXhnykX1nnidZH30nz5D1sHk44JHe29Yea6E5Go+RZ11dboltMC7G/3bOigAVKLKFm/R0AwSVdAKYeb4kPNmZw0IPQKQKjVCWBabTCcbjceoL45BESHfJ7BiNRmmDtK0FwEWxOi03CQUQjioxGhYKcjMNF9rQ0yg3nXNR20SX6UmaN+Rt3zSvktZQ1dBikbLHvokJcBG1OaVUT8hYa5EVWfq81J75uZbLZRLA6zVlQ+ICXZvx5J1DjjZnhiIvkvOJKUUudHlW8zxDGI8xm+1guZyjbeq+BitMSWJUtGiNTUwIfj/LMqKwGaB1TKJ2aW1wHH2ek6NOr2uYzGCkc5g8oG0ddKYT3Utq3ExEH1KfpDCwlpInZ1kOax3u3zvCweE+9vf3sThZpD5Kzz458tY9GC/0/6B/z1G8CKbq9s5QUZGCkA8o/uF1IvOlSuWAo4PkIek9Re/JqCz+fsq1qhS0yCvA/8rrS8HYt/D6e+RR2mMtNGezGUYCGwP6ALM0Y3mylPKwjrErJCHLE1yOyPmiJdgdnUNKUR7OsigovNF29c0J+yQNbzQapWQefMrmeQY+opOHN24KcrZ0zyVBdjI9kTzHUkBIgJufRWoY3nusVhWc6zIKSY0OnpwWcpHKBW18pz1Irlzbtgit62WS4hA9jvl36EwwoEvUkGUZRmoErLsYZPb+s2BlOhf/JDMs8k7lc0ruX0cLy0FcRF4TnJzDR20/i5nEJ9jZmaKuDFwsrDbkiLIg9K5vnifBYDRUq5GJrO+sZa7XVe+w6yhyFo31qJs2Ytgdu0EKUEnfGmpPIQQEj6RNE8tB4fRkjul0gul0BwpIFUUZNyQhShrqUBvjFgL79fvrsbtvX+OXTpYho0Rqm1K48rUk3MSCla2LZIlEfJmdo1JBcM7BeRKccqykU0g6g4bPvBW3fUh7rIXmznSKsiwSjiFxE0lpkBqa1iQMnPM94ZK0Cx1ApRDCxqQCMfKjyHonOHvueVHwAgEEtSGQ80NGAvGGp/tvRsikNsC8pNkl7yH7KWlCQ20biAs2MrOZu8nCit/3ocOI5IlsW4tgSWjyfWTYqg+eQgtDP6MMQwBBhYRxWmuTIJTJUYZcU3kY8BhyrL0ch6LIURRlFCQhaUZGdRQTZWjOdnamcO4SVssF1lWdSO8srHhMEAAP3QvTlZvWtpbCG7VBZnwvjJWgiZDKPQSvYUwL01gAGnVbo63b2PeiRyuTbbix6fcOX2TLqW0t5vMlxoclLl26lKwiHvtuzZ0fJvygFjgEKjY5FhLLlP2VWh+vY7lXpJ+Ar8eHpNYazlIuBKk0yIAGwCeCuryH7BevRV6j3Lbut4e0x1poylNtaJrKCQQgwrcCWhvgfdvDFtl54INFEBEedIp2Jjtdk9Lnq+hB8p4qAE6nO0nbkYuRhYAWpHp5EgLozMmBiRhCALTqab7SpJFE3aEHkRZUt2AUAK80nI9OmwAo3xXdklnSSXOhnKUyPBSgSCEdE3BQlcf++ANA2zTwUbBlmUnZueuYgaqNCTV4jIaHDMeE53ne+521YhZufE9rbWI39EjOiqKIlNEIPqCJUAhFQo0BBGgA1nk473sHDM+PbS1sY4nbKaATY2LmpBCE0GpxdHSE5XKZ8Ow6VKiahjz5mYXWDlAUnUbzQPlSiWZFQp9jsgNJ7DhGlDmr41ny+vYplJMF6enZGS5dutSrvcNBIG1LJX55vB/Yel7SLvqJvzucd2mR8JqUWYyGh7v8XQo8xu3ld9irrrUBZ+Dy3sO1lrJj+X7I8tAic96nQnLcZMDHo7bHWmgOT95tJx1PWqd5OmjtUeQC01RAIFYKMhjaRiHGqbO2GZ0eKm5Ko7Nuo8f/yIMNWKugNdC2Jjl/yHvdxd7K/vc3BN8TcXMEii9XWjxDXzuQWokUQAgBviWPNnu6gwYQTc0Q+Xp1tUaTQgs9PUsIVGlRCGF5kGQgClRrLdVqApn6IXplTW6oaqS3aKs24bnaKDSOuJxKAUFpqlsN0i5a6wBQNcG2sQgeKEsSKtW6RpHXQCBts8lbol4pj1gGDdoYSgVnMiiTQ6sMMKRZdRuKygebXCP3AfnIoqgbehbhiGEHRbWuoH2XxT6EgDzL4Y2FrRtMdsYwMaVaZhQO93cxKUc4PTvD8f0jNNWaqqTW65gboULTWNQ1JUAJ3pOnCYBtPbxtGTyENir+7iMzI4ArfnLehRCipslleQPg4LFYLJLQMcakEFtrKXXhsCVhorq8s8M8JCFsF7bdYbs9qYlzjiKNovIBraFisTuHSOdSfUcpa/xaa2SmwM50jzBxM4L30SJQCq5p0DYNnMBLuUCgMQYhQVK8junBvPcoIutkXa03xuO89lgLTWA7JsGCg7EW+WNMNGnyfvJcOdnDn+77OmkyUngZbZBnVFOcaRId5ccjy4pe3sqhKTAE0aVwCoFqsbMwkqYMgJ65KPtqY15K7yylYQsdydhFUjr/vhYZvlMoprNwoXMa9UD0EABniTeqVOKZArS/A8WlJS2F67azU8z7AGcdaWmqoaiXuoZxDsGRACQeIZmbtrVwuUPTtFguVwBoLqqqRpa5WA1Tk5CHImGTZciyPGp0KmkZ9AwAOWMVHAxgcmQ5mdQyAUiq31PVMEHDNl02/0yb9Iht3aAsC8JKjUEoCwQXUMZKoNpQGebFYo7FssZiWcPHQ1Z5qoypeO4CwUMAYH1DOULjYU8qp1T++PBMPG+ega3Ci/MODHHHYaMjTOF8i3VIiB/uk824cKUVXFwnSlM4cw9bDAFadXQlDgYBgLZp0bQOgIG1LUyEVzhjly4n8M6mOH+GfvI8J/6s7vaKDJOFozy7SlEu1Udtj73Q5CZBZmlyS1N2G37D758nMCVVQ2uDLOsSo3aOnM5DLkPp+Hs97U/0V/ZBmuObQhTwqusHC87N/vULpyVP5UBoyh9mGFihZYVAWX98CMlk3TB7AGjFCQ8oGEBrUtet96itg/M+ZpsnQeZDgLUO1nfPy/1sLdXBgSItFwrk8QZgnYP1DoXu5o2FPEDli7XWyEbReaCYdE2UIK6rLsdGblh2MDBHlSlSvbKxoe+BZceEMRqhIi5nnhfgRMxsnpZlicPDQyidwXqFurkL71cUEaQVPMk4Mbaxn3GcOWmLdAp1jUMjhgfxZmijzEvwSPjleR/Z0Dz7GqXcG70fUAUCOQ9S0GLQX17fjG0663rr1phuHjTI6uFxkr4IFe+5Tf4HkLAmD/1XCaY5bOdpmBI/AfoLTAoevgZjIEPNTikNY7oaOdJrm2UZilGe4AHe1DIzkGxSW+T7Dt9PAtR2GCWHGw5LTchrhhA94iHAhABvXG+zSx6g5LKy59Z7j6Zt0cR47uEC11p3VT0zCvskihHhpXXTYtk0sNZhjC5uP88KqkuOToCzkJbJPRrXovUOjbNAACrbwNgcZexnVVVJyDG3tCxLjDLKqm/YSWfkfBN3rMOpJTRiUro8nlc+RLjIW2kowkuOXZ7nUFphUuhYQC5HWY6gtY05WQH21lvncfnKFVgH1I3DYll14abbWjw4JLbaO2jZfO59JYkkGJP31om1FrPZjCCQ9vxCYxdtPQsEm5Yf918phaA6J+VQG9Xo4/Y9R5B3ULpzDkmnJFHnXNTQqQ/S8w5FGfC5yX2mlYYLoZfs5lHaYy80edB5IlhobptE6dWWbWjKyMZAMm18FpymJ7Aknsrhk3xKyugO2Z9h3/ga27RdhJDwR3YqSY0a6Og2vNCKokCeZVDlOCbdtT0COzd5kDAgzkT1JlbxGwL0SinkMdLGZBlMdJBwsmMHqr5pncN8voh9VRiN6rTQJUjPjh7pRGvjeLW2xWKx6Gg+1mEUs0QxM4Cvd3U6xc7OThpzOYeU/aefOZ/HvChyeO0wnU5xdHSUtN+U0s3aVHhNash8kAQgwTJFMYJSFbwL0DoDl2521sFoncql2NMFmtZCn2ciC6tJrtnEjnCdlrmtKdWlVmPHIzMVTk5OIg766DQbeWE10G6Ha1jCUHwwKqXgbcfxHDqETJ4jj1YchyHzWmiaNmma8n7dHFIJFcnd5D2oM4OhssT9ovpM2Bjjh7XHWmhK8Hmb8Bl+Lg3kwDTmfxkwl5Pen9y+0JSnYp7nyAqTcJahEB4u0OECGN5XNjIzfe/UVqqrAQR0QrljAlBSDeXIOzzUCLqF4xK1RlKPmqaBi7WLpGDm5qwHYKF1AxWFSao/k+eA1jBZPDzyWIY14oXedUXW5HPneY66aWKJD4+syFG3Deq2AbSCWa1ggkpJUeQ4csDAaDTubRLGWwnz7NZAb23oDiMLISSTfL1eU3aduoVynRnPCUbW6zWyPMNkb5q0oMR5dYD3HbbGRHhAJdiAklBsrmvZVAIx0TsktaEY9fMaH9o8TuzVJ206B2e4umijdd23zOR1pNUmtXqlFIKIrOO1y3vFKA1EockHs/wuJ/PgMF65141CWuNDeMsjkGNwq2AvYAPh/l81QpPbUHMbCk2gI7EPXx9OOtA/QWV4ZnRjbvAG02bRm46Ttm17Jr7EFqXZy3y6B2ma/B1eaPLAYBOXFyMJzQDfNFABGwKShcLp6WksY9FFUDHXshUmC9+D38+LEkpptK1Lpzb3xYUAnRdAPPmhDUxeoG4toHQscmZTTXQmNBtj0NgWAUR8t/w8ihxU62oN7UPKbpX6EgUVm9cxgIu0cxO1kYibefQPQ4C8tkxeZ2G4Wq0wn88p/j0AucoAh0Ti5/HMi3yDWRA8WxkBdU1Ze3wIWK8rLBbz5KjIMkqYcnHRRcJUC2tneEgzRCO1zLZtcXJygslkguVy1V8rjyhAaWz7oYzS49377MCSCugf1kOFRdJ/eC0BQNs2SWCyI0vGuBPRKpxzbcK0ef/JEGggIGhKnkLZsx6tPd5CUyl2FkaNQZHnVWqT8f0QMSL+rGzbTih+XU4AT5IxTJYHAM7HGQh0DkQXUlrH9GrUMmO6fgzvC6Q0Z0zdSe8jdEXJCJajDERCCPMCI20GQOhSgPm2RXBcArWNdX0a1HWTMouzWc1cNXoeFfG5rryEUuSF9t5jXdfRo0nsgaIcocxzOO9R1Q1c1cB7h7qq4UNIta5ps+ewLSUAQU0Y4agsoXUG6yx8CKhrKpLXtjYdAM56uNqiqVtYRxE1SlHuRXKccJIIFZPKhlgfiDJFIQpPdjyruDx09LgjBNRVhbPTU1TrCuv1CrZtoUEJQRrXoGlahEB0l+nOBFluMDqdIC8KhKAxHvGhrRBiTlfKxhPQNDXxJJsawVmKqAKQ0vUolWhDkYIQf6d/vKO8nESXCciyPnY4XNMyRFUKTtZ8H9kpJJoPAcF3wvbcgz62bh92gpO/y0Isy7K0d/jg4j6SBUNZt6R1YgxBQ5kh0zw4SqHnQiAHZtx7ynuYnGPhuRxwNxZ0CBikKnOP0B5dJwXw/ve/H29/+9sxm81w9epVfPd3fzd+53d+p/eZqqrwnve8B5cuXcLOzg6+53u+B7dv3+595uWXX8Z3fdd3YTKZ4OrVq/hbf+tvXQiITZ3PTOTlEYVBRfBfiR+TZdCZgckzykgTo3L4R8bGyuzs/J481WiiAVrFxJmjv0nTcpZ/iDpjtCGzwxNfUjkPE4AMCrmi0Dv+PbQNbF2hXa3Qrlew1Rq+beCbBqGt4Zo1XL2Cbyso30K5FtpbZPDIVUCuArS3ULZBsPR535Ip3LQVVqsF5otTzBenOD07wdn8BIvFGeq6TlgnOzmUItTKtg7rdYPVusaqbtB4j8paHC3mOF2vMG9XcJnC9PAAo91duCxHHRSsyuCRwYUcrTeoao+zRYVVZbFYtZhXAU3IUdsMR6drnC4qLJYVTs+WqGuLtrLwNiBYBYMc8BquCWgqi3XVYlk1WNctzhYrrOoWDhr5aAooGlGtDHTQMEHBQAFti8wHZDGNXG4yilcOMVMTAOUD2qrBarHEar7E6fEJVosl2rqBbSycA6qqiRnvG5hMwRgF6xocH5/i7t1jnBzPsVissVrW8E4hy0pkRQGvPFpPGYuaZo26WsK1NTFLA5VI1jqHAoXTOhfgPaCChhY/ymsEGxCogGmCKVj4yNBhomH12QaM/zrnE8wwFLYPawr9muNApz1Kp5V0XG6z+iTeKjFkhpdkXgVEYMPkGZTRgFbpTAmR6+uVpvh/H+ChKbcruFprAOUozZFlFLkVIj3LBw3rNdqHlPiQ7UKa5n/7b/8N73nPe/D2t78d1lr8vb/39/Dt3/7t+NSnPoXpdAoA+Jt/82/iP/2n/4R//+//Pfb29vDiiy/iL/2lv4Rf/dVfBUBazHd913fh+vXr+O///b/j5s2b+Kt/9a8iz3P8k3/yTy7SnXObxC22md7hAV5LiX0C6AnNbdipXJjSXOaFlRYSQow96felM+2IWN4zHeN3tSKuJpd68N4TSR0d/0xGQ8hF7FzMmN42KbVb0xBmR7ikAmeLMcb0zCMbI2g8CFCfZbsIANarNRyA2d4eptMZJtMpirzEfLGCtQFa55F6QzWHnPfITY7pdIorV67gtVu3IuxAxfFsW2O1XgMhwGWU5qtHCwqdl5+hkComdxiji/UOATGmWoTTKRU1dEXxyYEYBayNq5gg0geP+8fHuHX7NlZVBes9ipKy6E/GU5RmhKpa4/TsBMFbTCZTHBweYrY7w3i6i6IcA1Bo6hooFIyJiaOzHJPxBNPpFLPZDsaTCcaTCkplaBoL5/VgPcQHJrPk3HUaQFqfDn3n1nAPDEOFAcTwVNNLBP2oTWvSzYfrWK5buUfkemQANzl/ZDx6tG6k2c3P4ZwT2LTaFLpROEvnXJ7l6d6soUpMnvsqHYmP2i4kND/0oQ/1/v65n/s5XL16FR//+Mfxp/7Un8Lp6Sn+9b/+1/jgBz+IP/Nn/gwA4Gd/9mfxlre8Bb/2a7+Gd77znfgv/+W/4FOf+hT+63/9r7h27Rre9ra34R/9o3+Ev/N3/g7+4T/8h4mi8/tpDxyAQIst/dkTXN2ky3+HseQsEM+jDfFnABEDy+ag6jz8fBIjhmVyf/hfhgda1yIzXSgi//CCl0JS4kN0/X4WF5nwwGVUrphxoo3rIcBoOunZCeLqCtY56CzHZDzFtWtPYTqZwlqPunZoM5fuzeD92dkcWitcunQJ3/md34n7R8f40P/vQ1gvlyjyHM42aOoaucmI74nNgAVuklvKz8JaFpcQlpuHryGdQ0Pz0XuPurF47eYdnJ2t0DQOZTnBO194AacnJ1gtVzAqw47fRV4WaNoa4+kYyhg01kI3DSbTGWY7uxiNuJqnRs1RRt6laBWtNMbjCcoCODk5g6v75RbkMz8IZwwBSahucyBKQSGFJq+pJuY7vajgpHv094800YcCk+dMRXhM7ouegNWarDL0MxpprQkSAbYKYsKQN5OZJLgqro8u2CT0rt1Bbn9ImObp6SkA4PDwEADw8Y9/HG3b4l3velf6zNd//dfjueeew0c/+lG8853vxEc/+lF8wzd8A65du5Y+8+53vxs/9EM/hE9+8pP4pm/6po37cOIDbmdnZwCwsSmkUwTY3CAAEHToZWmR3x1OusRQpBAd4onD68i/uanQnc+yzx1dihYjX5cXOeVzDAi6X1mPF/+2NFv8Hi0qwr9YkLH5XRQFgkcSqsz/5Ge11sLFRBKZMShHIxRFjrrhMsEFxuMp9vcOUBQlVqs1ynKEat2gdm2qDErzFsClZT/5yU/i//H//D588lOfRLVaweYZ2rZGva6i44nC3nic5bzweMoYeaCL22esauhkkJ5YuW4SfzAE/N5LX8BnP/t5LFc1qsZhtruDr//6P4bRqMTHfu1jWK/WkY+qcHp6jLppk6OsHFWoqgb2isf1a6OotRfIshzKeNR2nWLAQ6AIKUcMqA1vs+z3wxqvE7k2u8Ozvx4ZemGhx/MthSZ/9kFKB/WxXyNr8/1uzvh6Oo7dUKAytKBFgpdhTSMtlJih0gEgOTqHayXxg/MuIEV65OUYXgSmeN1C03uPH/mRH8Gf+BN/An/sj/0xAFQEqSgK7O/v9z577dq1VCDp1q1bPYHJ7/N729r73/9+/PiP//jG69smANguLGXbRi8YTvTw+sOB5usMPy9PPHmCU+K4vhbRYVH0bhcb2wfVtep4lFIzlpE8UuDz/Wkx9AufST4rFMW7c9/5Wkz78NBRqyTzNzPyANGYTnYwHk+Q5yWcA+raYTwmbqakh3CxuLOzM7z66qt45ZVXYvVNA29iSV5FpYozowBlkuA/by5DCCmFGm8OH/opweRcDQ9UniuADv9P/tZv4869Y7z66mtYLJb44iu38NZveBu++y98N3b3P4u6uh3D9wpAUThfnmtkOWlybWvT/OR5gaIgak9QFhYzzHap3rvJDKx1WC0rVHVLtKFHXLfbxkBmBRpqqXKdc9/o+h2TgrFNma3ogY0hDfTN5SHGye9LTS5siQhKv9Mv6Vk4czuA5ASSKQIB9ITmkDkyZKxsOzS7R9per/289rqF5nve8x781m/9Fn7lV37l9V7ikdv73vc+vPe9701/n52d4dlnn+195iKYxFAV33Y6nnfNbebHts8MW/AB1vdTzg1x0aGWmTRLF4uYCfIu0OW/lIReeSIDiNii21hUZNYATUOeeN48rJEYY5DFzDttNHtNZrC/v4/j01O0DphOd1CWVNDNWWBlapTlCM6FRAznPrKw/eIXv4j/6//7f+H27dsRq1LI8gx5bhJ0YnB+UlipJfJcMtUo+NB7RqmJDU1Xbm3b4vOf/zxefe0WvvjKTSqja3IcHR/h859/GS99/mXMFytkRQGTGRjbwmQ5QlPDxb6aWErER5aCUpHqEgJsjIl2VubpjGGWRNt83U2hE5xDLFHpjg7E49Vh3kAIPiV1LooihaICj6blDudjCFtJYSlNcKYd8U9a4wAMuuQiPKfOOaxWa0pHOLAaUn99v2Is31PuE34uuS4kpHWR9rqE5osvvohf/MVfxEc+8hE888wz6fXr16+nKnhS27x9+zauX7+ePvPrv/7rveuxd50/M2wc4nZeu4jAVACCPh/IfpD2ep4pIj8rCeeyee+pQJnvEqoyFURFjzyXy+VrJZK8Cgm36ZIpdzgVC6ceHJAWs9lYpJ15H2DbLsUaC890DQPs7u2hdRbQRBAfj8c42D/AYk0VLEejEaioHZW5cC5EXqVD21LtIkq8W2M0KrFcLvGpT34KzntMxyO0wSMzeRS8lGTEwiWTDEAqMsbPxc/PTAeOsuFxZsw6MHcvlmgIISaX1uQcMoYKuH3xi6/g5q3buH3nLvIsRzkaQekMt+/cx2/91qfQNBZFlsNklJjFeY/WtjBZiXI0SpEs8rDjebHWYj6fp8qQbUO1g+jZHCjF26Os3H6L7DlwCj866CSO7ntYnbRgeBy9p+zyk8mkB1Xw+w8TJkMoayg45d5xnqLCyESP5ZTFWtQxdZP3Pjk8o48OQJxDdBqlDCPmulz87LSvYoE/LbPf8x5wMYlMk9ao99v37bZ2IcpRCAEvvvgi/sN/+A/45V/+ZTz//PO997/5m78ZeZ7jwx/+cHrtd37nd/Dyyy/jhRdeAAC88MIL+MQnPoE7d+6kz/zSL/0Sdnd38da3vvUi3dlYBMPJ26p2P2Sit3n/hvcbEmjl+0OIoMNetmuX9Fn0tEGJuzBWx7guY5gyigfoA+xys/A1Jd5JQqxK5i2HTrJ2mJxfRiErc4wnExTlGC5oBJVhZ/cQ4/EuymIKk43ggoaDRtA5Vq2HBdE9GufRuIDGBVStReuB1gVUNUURKaWJVwsD4lhSUg8Hj2AUVG6ALJp1GghGAzBAMETJUTolUNEaaF0LG6i0hUOACwFBEaEdShPBSxWAzxC8gVYFTk+W+MLnX8PR/VPUlcPx0Rnu3rmPtvZoa4dbt+4CHsiNgoaLVCGPTAMu0sQCa42BCsqtV2tUqzWctWibFqvlGnXdYL2uUNctbOvRth7+AjSXYaNs/gGZBozyUN5CeQejPAx8DwcMoStSJ9cHY8HOucg+2FQa5FoOoWMdnGfOynsMBW/wBgoFtC6gUMDoEkaPoFDAeQ0fNNaNRdW0UFlOKd10QBt5ySwoJWWQE7OkA9Y7ONfAhxZUHdYBykFpD6UdQmjgfIMQWlhXw9o1rFvD+uqRx/5CmuZ73vMefPCDH8R//I//EbPZLGGQXEVub28PP/ADP4D3vve9ODw8xO7uLn74h38YL7zwAt75zncCAL79278db33rW/FX/spfwU/+5E/i1q1b+NEf/VG85z3veaA2ua1JsHeo8UkB1pvgELrKhNjEQc87XYfXOw8El62HTyISqbfiP5w/cxPrIWdPF6kjgXAJhnNjU60T2KEniCXJ2VkftcS8txG0pnyTNgTUTYMQAGgDZXJY52MatVhxUelInaF0a3Xbom4trPNomjb2lag0o9EY5WgM7xwoXjhSpiIdRWudBF0n7CIXj7OWKgOlKLUcl2xgbbaIfD7SBC0y5yhqJoDCMGGAmK2IaUyf+uRv487tu1HLjfHtzmE8GmM6naBaV8DOBM628MGhirkxfbQQ2rZBpYj3Z0dddiNjNJwLaFuL9brCfL7AcrmK88A1qh6uyZ3fOEQ0rTZEFmX0UvezYckoG5pnCeH0nULbsEnRq34vBF44XP89qEhRUIPSXLupy7xPB3kLrRUCPLShon7WeWhP7BFOhL1Nm/VOWlwWJtPQOoaRatLGAcB7C59S7EXGioopA8Oja5oXEpr/6l/9KwDAt33bt/Ve/9mf/Vn8tb/21wAA/+yf/TNorfE93/M9qOsa7373u/Ev/+W/TJ81xuAXf/EX8UM/9EN44YUXMJ1O8f3f//34iZ/4iYt0BcAmoDt8bxtOSW9uctokvrIN/5JANE/YNjxEXqsXg+4DFDY10z6+0k9K0H1w+/NLATs0v/g18ij38Ux+jxZhV3Gy53VWVCwsKwoAClXTomkbhLVCUY4wnU7RNA2KPEdeZGiW67jgNYoiQ1mO0n2MMZhMSuzs7HRaThwbrsHDB0qIOTqH88Dj0JlZPplZvGEkc4CdHGmOgoIRZ6dSCkdHR/j0pz/d8ypT7XOFvb1dGGNQ1xXW1RoqKDhvsVwuo8ZPHvymaeAdlYUuijXhl3Ecl8sl7t+7h6OjI9y7dw/37t3DcrkCF18zWTww/gAa56RkjU+WuuCDjBsLSo6957EfYsE8B7Jtw9Hle/InhJAypzM0IP0LxhhAiVj9tD9CyrY1FJhDSxPgzPaIa4vUFYa2eAy6/XLxsb2Q0HwUwHQ0GuEDH/gAPvCBD5z7mTe84Q34z//5P1/k1g9tQ3PhPOD/PE2Tr3Ge80e+dx5F4bxrkdD0CK7PpewEpqNTUNIoVBdPzqaJPNUTb1JEXQy9xhz9IT8jU9oxvsN9kR5YH4UI3897D9c0sI7izsfjMU5Pj1HVKygd4FwLY4DxuMTOzhSL0yKVJxiPx7h69SrG4zFRkOLip/jzFs7axOELoUtQu+3AS4I9bhI+EDhEk+dHprzjZ+UrKUWZlT73uc/htddei8LVQRuK8smLAteuXYHWQJ4bNE2NXBs0bY31uqI+OwdtIrc1GGjdhaRWVYWyoOziXZXJkBxVZEISDQuPgB1ub31WwOZa7BJfMA7ch336VCeZcvA8XJ7uqnqCcwhtySYtI8YmlepI7QAETECYrMlovVCdJMY/FaaTKVrbxZ1zv3nuOc2eMRoBPoU6h+DByUl4XUh/QBr7CwDLj3XsuXQWSI1QCoWhBkV28HaB9yinpbzu8PNDQd03WTa5YZ1mSCfkUBinv1V/c8jnkYKc/+7jrujdU97Xh0CeeaFpJiwKoLIUTZsWsQuA8wFt06IoDaxrcfv2LVy/8XQE3IE81yhKiv65dOkSAGBnZweHh4fJ8eWj4KhWq1SbKIv7TWtNmGboe4W11qmchtYaKpheliT6fMdFlQcIfb+v8VhrcXJyguPjY4zHY+RFhslkhNFohBs3buDqtcuY7U5RFBmKIkPd1Dg9JWcOazw07g5e+0TmXy6XWK1WyLOSoA0h3EKM9OGgA60yePH+RVsIfmNNyTXJYzfMQcncXbmuGSfvOdS2eZbTeu3WKN+bD3e+pox9h1LwYi0CSAUJiatMpY5NplPlA6IWEaZPfiLhWIpYfZdkhilTXSSRvNdQ4+32QdxjFxj/x1poSnN0g3JxjnkeQoALjxYBsc30kAtzqJluE2Y8QZnSUKZfp7y/MPuYqsQsW+8Q/CaRXWqr/B3pvaX3+5rMMORS4p+dya6iQyY6cNoW5XiK8XQH47yIiT/WKIoSr732CqazHUx3Jmhsi7F3aOoK4/E4XX88HqfNW5YlFvM5qqpCtV7DOSpYRuUcQtoc8vmSBhM1TIQuV+RoNBLm3PZ5Y7PNeZ84r03T4Pj4ODkT9vb2kJcFptMprl+/ht3dXRRFTjlJtcJ8Pse9e/ei0yQHJQhmx12DtrFwLqAsRwkyUFAo8iIWSfMxhLUrmaG1RnAXyxr+oLXKa4C5v9IZyBpW/6Dut/MEZf/vLXQ6Yd3ws8ncDmR2KxBxoAud5L7FqyQtUiYgtq5F2zZx6rtnlGtWJuEJIcB5C+d534ekaUpOs3S8yj30KO2xFprSJDhPYG5gjtjkacomvyMF4jb8ZKiVyusOhWMbKJRMesj5GZSiKr1yMbFmEkJImtlQixr+8MnbpyD1yzRIXqdWnZY2HDvnHYKiU79pWiwXSzTWYzyZwGQ5lAKct2hbh8985nfxpjd9Hfb396CzLJX4ZecD35e9/XVN2X5s05C1oIjYTrnfiYIjD4QUpeTIKxwUkMfaOZPJJCb/LZLwSQJJal/w8NEBQGiJx7179wAELFdLzPZ2sT/aw87ODnZ2pphOJzEzk8Pp6Qnu3buL5XKJ8XiUYA1Kh+cRvAN78smhUpCZKJ7BORsrV/oELSBgIDCHwvN8k3Eo9obrk0qzZMk0b5omfZbWxuYe4EPzQVDXsFdy3QxN9aEjKMsMlO4qTEqhpRStEa1lRN+wT90al/S74EPEu2l8nadMVGxhbCrL26OWHrU91kJzSJ4F+pM4xPi6f7vMKcBgaQbyQSbtLy5PlyamH3mzzayS2qIUaN45MjGjQNRKR06aAhxgVIhmTKxO6FTK3kTp7kynbIU+OVcpXmS8ScmbSoQ+BU595oOHjUktKNs1R1tQtAvnnVQqwHnEMgMFcS/rGovWohyNMBpTlA9CQFut8Xuf+wyuXr8OpTUmowzl5d2I/XnYxmJ+tsDJyQkW8yWaegFfV4CzlKlKxcJxUdtAgldoQpIW4cmYVZr6S0mHS+q3zoCIasr5T97gTEFrCyiDgACHFsUog84V2qbB7HAXeVFgMpmgGJfIS3JwLRZz3L59E8vFKVT0SlvXRk8sayck6LmfTdNguVrj7OwMd+7ex927J5ifVbCONH9eVwGhc0qKZC1QjM5ux9h5zQZ+Lx4kPqYQzNA5LiV+t+2AHDY+bM9XPJjtsWl5QVEuVesclLXwALLUn3gk+g5SGPKKuXVef6pn7r2ndHohQljOobWEhZOmqtKeDSFQPgUPcrxmzIPdXuZbCulHbY+10JQLQGp553HIGMMIhk+lTe+ZQtys8b0QidF0AQU1KLC1zTznn17lOyBWxgvMLYqLnar0ueDhAXhNqaxa79BG55DyISYhph/p3EnkYE3VG40h4aF1rD8duLAUVWskoRxL9AYit3c0mbqHaVqvANX0cMUsU4C1CK2F0hlm4zHyUQkXAm6++gUqnZpnyDIDZx3aukVbeVSLOVxVo1QaJjMoJzm8z0hjdQ4mar0qM7BC0yB6FEUU+RDgmjpirAUuXbqEvb39mK3dQMfSvMAm1qY1cf6CjvXeMyAbZdi/tIfnnn8WOweXAK1R5AUyY1A3DW7fuoXXXn0Ni8UJZtMC4/EIDh31JcT7GG2gNKUo1IbSFVpnsVqvcf/+Ke7ePcPZvKKEJrZzytHa2cxHqSLRW6WMn1vWsqIDMcRFG6LAgqKS1EDo4b08DiEEGJOB67SndT8wfeUekr97x4pE/3tac1pGg6A1HOiQUyEg06SFK5VDKdMTWn0BznkR8ojDxudx5NixrSNaWKwJhBBiXSGdnofGVUP7mENTBwBtUja0VhHPRQoG4O89anushabULoeCUgrSvrNEw3tLes0WLKPT5LTQ2OI1Iw9uG+g+bNtwnm2nd4iTT9STflo5FTWw4IlLNsQr+TPD+OOeQHWdkCWwvxPkzvUxrJ4zCUBrQxKuQJcH0VqLumkxmUTHkaYch+PRCM5Tve2mqdHUDdq6RbCAtwF5ZkjAOsD7Mo2hzMgNrbCO3mnuS3oeRzlJWXvSWvdoNUpvd9Z1MA4btSHGN1OtoenOlDRuGMzPTnByfIKT+0ewbYvcZNjf3cVkkmM8HiVTl+eyo7F064QCD4ieVImABLkxu3WxCSldqKntv7N5zglhmHL0KE0yNiTEwvPBTs0hNGa0SetBCsYsy5DlObTKwdrz0GlEDp82Wl5GQDIEFSl0Xv4uLyjvAwPyNW06bclyMklJApAcY9IS/EPLcvTlbjL11VB4yZOsM2HjwsT5lBaJDW3QKGKG7fO+OxSI3IeH3Yc3T0fW9r0+BOVTaiygi63lvkk6icQBjTFwgTQ1jvaRm9MLYTrEdvh+wyOBN6ARfR1PJ9g/2IcpchRlid3ZjLLCr9eoVxU5OzwdOkRKJ28pPyNjnSHECB6tYV1XiI5LTKiYb5GTOXB8MvdJ51lv3CS1ZTgHeZ5H/HIHWmnAaBwdHWE+P4OBwt7uDjRAYZVFhizvErBorRN2TMIiT0kmxuNxTFMX8zpGDzEnth5aH3xIDwXnhYXnoGlOhBIZC0Phd15jKIn3FkeccZNCs3c/TVq2icR0HvsuaocTI3cCVSoepAVyzDpjogrBRuzT90tPS6cO+Zn6grrrFwiawvB+fQjvPOt0W3ushaYRhayG5rIcGD5tWdNkU1ZmB5JNLmDOYUlYSYglBzar27GwGmqv8lr82c5JE/8WWt+2LD28oCTeJAUkt2FoZwAi787Hjdz3GCrVnbp8L9bwAgDoPI2fFEA+ml0aQBuTGnvvcXDpMGX2no7HONzbBzxpypk2aKsa6/UKq2qdNB/vKXEEh3VyKQ++H9f9zvOcAgRcwM7ODi5fvozLly/H2HfWILraSXKz8nMRXNo5Kfb2yPEDBezOZtjd2SEKVF1DOZrvaKNgVS0SPco5l7TjLMvgFcEiWuskILmcSBPDU73vEijzvNGcb2YX6rTQzTK98jNA1KTQtxLk2uMxZmqOXFMPaszbHArapKuHPjTGY01aZdYXloqcUUYIUe5vlwbOk8DVJkJMJAid86hjwhO5vmVm9z5G2U90HAKxE4aKCI+PFN6P2h5roclteHpIATpcjEAspIXNcr8P0h4JgA5A6MzhoSk4FFqbmE1fS033jhEu20z3EE9VDIjx/JzSG98zrwOXT+2XzOXrOucQtjxnD2/SlNtSYmPyRwcg0wbQlLH87PgESmuMxmMURYkwdhgVBbQCNDzKQmNU7KAcFVitqx7UwNpD3TapaiTQUVKyLCPvs6fkw9evX8eVK1cwnU5RFEV0Co16NDC5Kax1yPMuCW2WZbh69SpeeeUV0hqrCnmRY1KWaALQ1jWsc5RAxLWoqnUqNczmK5H3DUblGJPJBLPZDLPZDNPpBIBOVBseV87ew7Qa6tf2shCsmT24dT70ntIQBKVpsDYfVTjw3AybdLRJoZllpGEq3feiy7UjGQ1ynjqWRzfX9EwezlpUdY22bWBtp2HKtQMQe2G4fmmEaIy2acZyjTyI0D9sj7XQHOJWQ5WbPwOg9xqbQ9vTZvVPVmkShIC0kIcCZGiyD/s0vHYSxN5HPLO/0fl3qRLIid92WvJC6qIkXPTYdk6BvtYLcm7FRTM8bORI8CbguHXvKPOPBgHrmTYkYNqWFrAHFYTzHmVu0AQHHbM1adVPMss8TmstqobK9QLohf4BgHMW09EI+/v7Kd8Bfzfx+8TBIA+84aYxxmA2m8F7HzMljbCullgsVxFOII9tWzcU+2zbHtYnuYRlQaWDR6NRKrvBApIDA/h5GA9lvLFtXUqdN1y3DyrR+8AWNe1h1vYOLnrw17kP0uOeLq01jDY9oZfG2AcosV+GFDrKFk/Xq6oqYdKcXwEIKAqyHGUWI+89mpgrYWiJ0VrVvX4AUtN0gLI4T1Z06+GrxDwfCqxtjRcNf57HaYgPSsHTWyTyVNUKGqa3GXual/AyD7WdYR/lBGbI4AMSrqkU45MAApAVCoFNa0+CKV4cQFwgvAjkQg4BBkQfghIVBNNhQZ7JeBvSihA5mt6lU9obB6dZY4jlBZzHcrGAtRbleISsyDEuChhH/MXFvMFaa7TNGOMyR5Eb7M6m9F2VI2tsz6RiKAQAnHVQ0NAxEYaCInqW0tjd28ONGzewu7ubkhvLjZI0G09ailaa4tqVinQyMJcJO9MpxqMxjNHYne3AaMC3lgRla+EsVe+0zsGBaFpFQeY3X6PLssTauUKWx2QTJnqUY0q0EBScC/DBQWsF4yl5R5bnyPIMCBSLTkX6qLLiuQIubXiV/uTPhtAJHQlP8HjLuPPzmvzOeftBwihpn1nS+jiDFWt5tD/6DhiOouJ1BQT40F0vBKIv2dammHXuA5vn1A/KdMT9pnsxbBHgg0p5H4L3cPw9fg61qYk+qD3WQhNAT3htEGrFZzrVnXh+7KmWKn1PrReCEWCTt58cV56k/JmhOZ4EcvDkVdSCQB75bM45aEcRKwgOSgUoZRB8LAMbS3SEqP25QLW/+c6KbgQoBZNl5M1WCtCGqhZah9DGlGs6ozIXwcNyHkEF6CJDkeeEr3Isr9MEDzQtgqdyI+mQifQSZBoqi+WMgyfup7VwbQsbAtqmQjUaYX9/D62jDdu2tFGKokiLHyDnzLgcw68a5AqA1vCGPKYm5FBG4/KlS7h69UoMtSPKUp5nyPMMwXkoDygX4BuH1jdUxRGA1wHOt8T4UgpBO0xHY3ztG96IO3fvANajNDlmkylWQSE4yraTlyVC08C3wDR62zUMtOnKOQftYDKFYpQhKzPkoxKVswi5QhssltU6pskDrDdorUVAC2MUjM6QZTlpOpoPPCDouE4H2mZapwoUghm6142Ja8srGNM5SSU7oXOKnu8tHq5jaeYPcUTGabXWcAGAyoFgELwBpRXOiZIltFxpkfG1WMiRdtkJx7qu4Txlq6Icmf2Ewt0+68pWE9TFY+mp+Jwiyl1nMcbhZvbfBfxuj7XQHE7uUGABfY0unUCxHs827fQ8s5sWSwB8H3CWrZeleiCQKZFu3/xN1wgU060Qo1WSV5sxK5U0SV6oUsuV/RaDQxsbgDeAco7CFZ1jYCqZ4OzYsawpG+IdAoASFfwkDUgbA5UZmIzMSpmxJoSQMsHzM1ZVjSN/kjbd3h4lMG7bNiUfIXPVY712cLYGAjAeTVIOxdnuDt70pjdhb2+vh5tx6eXMZOQJ540J0jjbyC7I85zggficeZ7j6aefjn2yuHf3LkblCEZnydReryucnp6iKEYpJpq1JVpnAUGraIqPkJc5Ec2DBzR5sZ1zWK/XWK+rGEcdEODhGsr3aF1XsoPHmebEREfPNi1oC2MEKsFH8jt8QHd/91CfB7bNe2y+zxonAuCDAaCicOTIpM4pJCEkqYDQZxUyk6XP016ggBDZhoJb6y6WXlYijZ/uNMkAWh9sbaZfhJr+CO2xFppSeG0TmNykgOIsKJLyMvzseX9rTeGOQIfHPax/SYB6lyZU4qze9717257DGAOt+sJ26Pxh/loPvxOmOjeZ2i6E0GGUkbbDpo9SCt6FDuQX3kpjDLKiQDHqShJw3eo8p2QdjOeFEFLY5Hq9xv7+fnqfx4fxRdKIApQusF6tyfQvSzz11FNUSncyxuGlneTZlYKT4ROpwQy1q17qu0A5Jnd2dvDUU08hzzJcvXIV9+/fx9nZGZRS2NuzOD4+RpblifbUS9Kso4bNMfAxq1MIAW38LGnUefII871DVHeGMI983+AB3EG1uVbPa1JodqbwozcJXw3Fpuw3R5OxNslUJwC9ueC1K+l4JLdYKYg1hbjmU/AwRsFnKvGrOVkJQVI6ktgBpammVmee68Tt5TbEjq21qKsaj9oea6HJ7Txhue0zSnU8s20LdohBKiF4vAsUiRCbfB/o0z6kQOf7SJLzED9lDTJhOXHTNU0D5R2guxO9Tx1RvWumuHJN0TF1bdHYLl5Xqb7Th73AAHoagPceRsQJ8/fzPCdv9XiM1rtUIG08HifnCAtEvp7WGtPpFCEETKdT7O7upj5yeruqqhBCwFM3buDaNYO6rrFYLHDlyhU8/fTTqKoKeW6gVIz3FuPGY095Kjt+ZwihlwmJ50XmauREuKOyxMHBAfb3D3B6eoq7d+/i5s2bqOsGQD8LOo89j79hLBUq0ru4TC5529so5Mkh1MBaYi5QIuZ+AovugCPtJ77aW8fxgw9UF/UWov/GNbY0CSttXlNvJAiTTiaOK2eBzgcxh7IOi79JbZH6yM6nThmxiSZnQekTN0s00/h1gl2a+OR47LMx5CHKgr2q/4Ayt//frQ0Hj1/bhikCwvTGphNnm1kvfwBaiDrrBOo27zifoNLzR9pknwokhaZW/SzbUhPVRhNWyJnNhSCSQnnYD0dhN8Dg2jLLi9xIrC0CXb7DLOQbY6eUQlWRc6ScjDGdTqM2VSSqSNu2SXCyd5uFFdd72t3dxd7eXhKYp6enCCFgtruPUTlDVVU4Pj7G1atXMRqNYrkGYL0+pbDLaNIzpkbj1dGXhuUW5GHE5j6/R9xKwisp4osgEs64XhQFdnamab44KshaCx8C8v8/e/8aa1ly1gfjv6paa+3rufV9Lj0z9gz2XLBjMK9w/5Po/4oAFq+FIuEPEULYH/hkGZRgBSFLSMEgLuJDUKQYFEUWiRQhFEeKFAERGBRAwnbway6xPXhsxvZ0z0zfu885+77Wqqr3w1NPrWfVXvv0Od0ztpukRntO77XXpVbVU7967o8x6PV76Pd7yDLyIiB6oTySVVmhrtm5nF1vKDJNK93puaEUGwLbnhVxLugfa2uCz0kd++UGv0m9lN5D9ikyHVpDKSM4bdXQTaahjIe0ZrdUVFF/2STxlsxMlmWkvxTSI5VhWcbMUXUty8E0OlBSZfGabBLheKWgQx9kcELqbWJPUPv9oQZNYN1F6KjzWC/p0a7euOlcXoDctFHku+jbBiJJQF19Y3FCgiXQEG+WZchN44bDoMD391kNiPK+EoRSdxrmJOk5jZVQ6huNMdE4IDlLBntjDCnvrV4DHaBdz4j7IRcFAxYXPeN7Hh4eoixL7O7u4ty5c9jd3Y3i+3A4hPce4/EOBsNtTCdTbG9vYzgcUgRSMLpYW6Cuq9aYx0XpG4sv94f7xOPG95IgD5AVPDM5MkPJP5aLEgoG/d4Qta2CkcVGbhvgBLoG/VGBne0dbG1vYzAcYT5fRuBmlyOlZojJJRRVRnLYrFLq1mNK2kInaNI8kjQls7bLeU7jzteevIGOAXI50qqdkJvH1zoLo31L/JcqGJ4zSff8PFojtkU/QBMtVtUl6frDxqh88BRRHt4Hh3ZD0UQUUUTftdLQrvGsYEmMuV+24C//dxHP00iVribBLwKWcjTeSscdKT2/+YAswsJS2WSbbhOtFOHWI3uac2SfmXiMYl9EGwiGa0AbuLqGsxWqEJMtAZCb5CJa4n8oVsbnMpeltUZdVShFGjnpMsX2Jxf0QZGjC8coQYTDbDajtGzh/sPhMOa4dI5+z7IM586fw5mzZ6GVwtbWFvb29iiHZZGjXJUYj8dBf6WQZ33Y2qLf7zcLXetW6jepppBhejyGvDFJ1xu+LhUTeX6UolIdSmmcOeNwcHCI6XQG6ygrPd+XI5g4ldlwMIhO9mTMaGffMkYjy5hmKjjHJpt10GxxeUcWXvMhKfP6dU7QqVJKJOolzirPj46z7uI0157tKWUhFCfYoFIV69IbGxB90AeTcYhpm+bFhDVIUldR5HGzd4HzzPMMzjhkvuk7q0bYhc5ogyxv9O98zPh2vghWY5VlGcOL6/9dOE3JZaR6m7RJ/SX7/Cmt4q7J5Mc5D8kfMUhHIZ2M9wgp3WgXA9C4OIBqXCutY/1rsJ+jp5RsSqkIWLJsLumKQoYkpaF9SJWmFTwy2KpEtUKos+2RawBVDVu6WA8qBfuoB/I6Zmj33qEOhIaQzsxkBsZnIWtRSNRha3YwiFxZURSAItG7dhZ50cOwGMbfmIPt9/sYDIcYbY1hHVVpVEqhrGvs9HI8cfEJjMZj9Po9FCGGfDAeY7A9DvHqK3hnMNQjKlq2XMIUBoXPUdclqlCbR4biMZhJn00FwGhNRdxIjgOAFhfTBgcq8aEUkOUZRuMxHn3sURwcHuKVy99AnpOz+rBP1TkHwyFWqwVx1L0BeoMhKLBUQ+c5tMngvMJyWaIOcegmUyCtCZXd9V7Bt2v+JQSO4OvYSf2B7hDosAmVLUxOWdCT4A0GTWO4bPSGO28Acq01MqPD2CoADkoDvQLIMgedaVQhyV9IqAWjFTQctKbEGlSPndaPC2V2vScXqtwo9LMBCuOQK4tMOxhvMcgNzGgI7xvRmlQFKujY+zAmC04hGlxozwbLO+cJkFVXl8sllVQOYbHuBMaxhxo0ZQ3wVB8ItJXazC0B6+GNvGumxhqpB+JdkxTdTbSM0gpUglYAdwBVFgOKosAwH7aex/dsHIMBKCAHBOixSGUAo6Ezgyw4mCljYPIMrm/hKxvFGNZNkvsOcTX8XtKCGvV3WqNvDOqsXYVQa8oqDgBFn8IUAaDne9QvS+cx18XjW5YlJrMptuoSZ86cwd7eHra2trCzs4OtrS1sb28jL3JAKdTeQTkLrX0o06ugixyuArIig/UWWZEjcxaVreEtcbJ1eE+uv8N6U+89tCXwZO4jzolQlaT0QV9oQ4wcSmZw+swZvPCdL2B3bxfL5RLOWZTlEmW5gjYavT65xozGY4y2tpBlBUyWw9UW1pFj9mKxQlXWYdGu4LyNzwHS6Jx2wlxOyHyUqJ4akLz3ULqpDwQkVVGDikp4OK0xG3Id8byyPrrIcxgN9Pu94L7n0O9T0uUsz2CyED+uDTKtYZQO7xHyxGqFPMuR5Xk0dBmSpeG8Qr/fx7BvoFUF75YoMuD0qW2UFffbtCQjkiRyyqHJ0XAesN7CVmTkmc1mmM1mAGjTn0wm0cgqjarHbQ81aMqWEkZqqJGivAQuvtY518oEI5XoXY3vnxpZ2r5nPur00vNkzLVSgIeLCmzuE4OgrRqnXuYeoguQdXC6is+QFkGywJPyXOpvI2iaDCpv9JHcN944al9F49NkMon+kMZwNcl2FBWHPQ5HQzjnsL+/j+FwiEceeQQ7OzsxikcZ3RpzubgBD2PI8u+cgbXE0ThPnDu/G1/rnIuuTST+uSDO5WtzJjfKdG4l3fD8e0/+pmfOnMF8PsdkcoiqWtEGVZfIc9JZjsZBNFch4sU6aGMwGo2QB1EzTSnXxe12t2M6VCZNiqhp+ed7tZTmWXetFJBlCkWRYbw1RFFkyAuD4XCAosgxKDT6pkRhTABXAsxMG+L6iRWkhB4hyz2Dsc+GOCwNrPPYPbUNkwEeFuOtAc6dO41VCSyXZaRR7ldVVVgtK1C55EYNUVUV5vN55CpZr7tYLGKdJ2mb+N8SNFPikwrnru9AO648df+RxoT0vkborFjMZidtJlQGSRaZeMEAaE0Wf9eagJP7JfMGsnVdipbsFxkLQ2E9JJT6kiHPfRShpTXTa+I0AcQ+SuDgBBiyv7FUrqvhfbt4Fqsfil4P586exZmzZ2M5CrmB5VkO59vJOqQl06jgMhKcwKE8icdFhsqQw/p8Po/XcCgejc16gbowqa1+8rjLOZDvLt1kBoMBDg8PcXBwgPl8SmNgNPr9QTBWjYgOYFocjPekd+zysrg3WD5Y63SW37BhpC0dF7lG6nqFomegjEfP5jCVhoNF3/WgYGCyCt4ZeFcT3WoD3esh0wV6/YKKCCgNZQCdK5jcIO9lUL0ehr0CzjpkuUbta8B76FxBGQVraywWi1A+ucnAVFUVbE0ivlwzVVVhsVjEeP/ZbBZFdKm/TDn147SHGjRZ/AUaUJTWt9SiLYFRZksBEBe8XMhRVGOLcmL969qtUm6GJ1lyvrJFkPMU0ih9LqWBg2NvZd9I7GwMIXxMlq8lzgYJkIosSGHXZu6MDSx1TXpNtoAXRRE3h7qukWc99EO0DivUI4da17hz5w7GW1vY3d1d1635jpyhQnGvo0GB9LA8ZPRuxH3LTWS1WkUOmJ8v3Vq89zE7D98n9URIRVnuF9dOZ46bdafD0RDjcUjS0e/BaANAU82joPebzWak51YN/cm54r7cb1NaQycqKW5am2C1V9HB/LjP6jqP6Wo2LzFfkY7aZBTFMxz2UfQK9Hs5enmGzGQNl6k0ekVBkVb9AjDt/Ax5nlMOgXwGnVHE1e7pMySuQ2O+LHE4nWH/9hR37x5EaVC69JFiuFGH1XUdyykzaPJGlmYzup/N66EGTWctvKdXYLCT4Ck5x3THlB9p0WZuUXJlbDlOra4MBDwREkC11i1g5vMYJCXIUT9tE94ViCkSrycelAFLTr7JKFmBFKsBtpIXcK7tuyr1qsp7wFGWJck1swikfJOZR1rWi6KAs8B0Om1xdcPhkETw4QD5oLGgp31jsZrHSc4PHaN65s5bZJlBnmeoqhJVKA7GxjTWabI+dzgcQiZukIY36xyUbdfN7vJXlODJG2av18Pu7i7qusJsNkFdVxgOBxgMqUZRVuTQmYFzwXCWFzFggDjPKt7nqEX7IACaNiM29lRt9CDNOpqr+aKKKqXlqqaa8VkBbUbI8wJZAE0FINMl8nwFFBm8DqGe5Lsfpah+kWE0yLC7u4vHHn8KzhvUlcPtO4e4fuM2qkUdwZ/XY1x3joIKpKGH689HQ49gIiQXfj/j8lCDphQ7pAiUitsyBDDlJOR1KTfY5WPWZVWUWaT5mPRlTA1LEtDprw95CFWLm42AFIq68b1lxnpvHepV2TkO9O+spQeSXHLtPCrfEJPUayqlIqcp9XCR2/XtHTqK1iZUiBwOsBX8LAFEHVNd1zBZBqi2y1gcP5Auy4MyAXlDeUc8HOq6jHpTqbdlQCaVSBPjzABvjEFWN5FCcnNs5rOty+a54ffi8FDvLbx3GI2H6PUKcrcpclh41BVFA3l49Pp9nNo7heFgGO/Hm8g3o2kjMgUJgym/1303RaWSrdWwzsNojVor+IpKfuSZgrIaylDmLuU8nAac8chGBshMTOBBc+1hnUbpAbgKw4GH1n3A5/DOolx5WKsB1Y7kYjUIzaGBrX0ES95EY3rEJFfpg6pGHmrQlJykFJvl4uYB5vMAqdhuOC9ewHxe1L8FTgVodKCSQ+FnSEdvXtCyf9xS0GQFuzZNzK0UV5VS8KHsLBdNU1rH7Nk+88hMhkIAtHWUFq22FnXNvqkISUMAB3KRIucQBGdg0scpACbPgSS5Bb0nxHtksDWBLJed6PV6GI1G6Pf6GI23Yuo25rrZ6NMfDGAyE2pjk29juCsAsjp77ykTO8hVJcsMdJYhKzxWiyXKusJiSZZsow1sXcMoHSQCMkJYS8kwaktjocSxEOsXx8QHFxnKlkPiXh1Sw1V1DaeAvN/HTk4F3nq9PPpeakNJCayuoZRHpnPU5RTeAefOnsXtW3dxeHiI5XIh6IHc0VIxvaVPxNFmIL6LpDGlyL8xE8ESksu/J2DEx6t2HzyltvM+uEopBTgN5xXqWgFKhyKvNQANZB4+5HJVxgBeoZwtoTIDcDIXGnDKNmQVanhQ7UqD2lLc+HJlUZYetrQgt1BKyELzltHG6jzqetWqHSSZlaimCbkfHESxRHVyEH2oQTMVN7lJwOziLNNY5C7A3GQw4O9S96m1jhm5mQvi+/J3/pvqPZvn0b1lf4HAJSsF7zUyKGR58651XVGuQQ9YD9QOkaidoozqpkduPbAIonhTb8V78gOkpLIKOqeiaVDky+lc8/5ct6VpOQb9Ivppsj/naDRCfzhAfzREEcC04f7p/cuqQg7aBFgn3QojdQCCU761HrV1KCuLsqpR2orSpmUGeb9AVVehfhBQzhcwfU+p87QC+j3UrkZpNYzPYZCTDrem8rJaeThDBdcULLTOIicZZgNae0ADVhmYwRAaQWpQCrVSsFDInA/+lIZKolQeBhl6WR/lqsL29haefvotePHFFzGdTkM5DFI9pMB5fC7QA4p0qCnzYEyGXr8XmYX5fC6CJo4DEtIfiQAKUDBB+jDwUNYh47yZVtFfraBzD6VtqIxJEhQMqBKqz2G8ChuTj9xwVP3AQHkFoxUyQ5VUq1WNulSYLxzUWklj3hhqOMuhlOy2RUZBsgeECCJ+JZEJiXKdHnPIW099iJskNBlPLYFTHlNKRQU5T1iTXn+dhS+DHk3Wd5H6N/47GAzgHKVI4/OlIamlS1TrRiqtm5h4oDHumODaY0wG74vYJ9LVUA1ohGiWPG+yyBD35Ijg2YkdBplvRBzvAOUbwmUDC7ciZO3pWmxa9WBMDsnd9/t9jEYjDEcjFEPK+uNckz2pXR+n8SiQ97W2MeJI1yzvfay1g8A9DPp9KAdMJxPUZYjaqWvykXUOtqpQLimia9DvwwVneyjAwkF7AxgFWAXtHaxtMifx3BpDuYa02JDaGx/QZLGgzWFVllgtl6jKCmfPnsVkOsXrr7+O06dPYzwe4/bt2xEwBWv3xjWFWBmSOc37ugmAdv+CQC0lDsmsOIfVaglrmxybFDxC4KRDZJSMymoYG6rxJKU+qgtEkhPH80t6UQpUtkapUMWyrW5TgZN9o9tDD5pAU+Begpls0ojRNbAp9yf1n5I75SaBkLlJ1rWxZa+La5B6zdQQpDRbi9scs7UWCrzA0NLPsG7TByW4VHorRQmJjaIojC6XK085j1vGHP5dcsVSDxpGAFplkDWsuaAYg70TYiH3KYr6quGomUNnlQapNRrDlJzDXq9HYn5ZEvZpjV6vQF31sfKA8g7OVagrDwUHYwCjPJxSqOYLaEeqDUqColE7C1+VBKCmQGHaxj7Wk1qloGu/NqcMmkqWeVYq1CwaIM8p3vzUqVPIsgyvvPIKptMp+v0+bt++DUpWUuLNAE6p5kkrSj5IUwyCiUQmP9LoCQQvhDyHzgpkwUjGc8veDt6370nrjaLabL2exrGt8mrWaCdwvsHtoQZNqVfsAks5AXIAmYhS/SHQgAXvdlKnmYr53NjlhrnWLpeSdLG1DVOkc5SW3xbYqCxayFkvKI0ZlS1bLjjxfbWCNorEJEHQ8T2UQRYqTkrrIn9nTlBuOs0Y9AKYN/PAaeOcc6iWSwrfFGAZ/x3Ky/LYSsJ2zmGxoPA2dnVarVaR42+JVqpxp8qyDK5colytoKsS1crAW4vMe+RQ8NkSXpFeVOcGCGXQLRysrZBlHugP1zY2YwyUa9ye5BwyaLqajHlAY233Y4UsyzEYj7AI7i+c4m42m2E+n+PmzZu4desODg4OMJvNotsWj6cK4buStlvg5NfnNfZdGC4lt07tAdycErBMDafSf5k9ToyhWujyGEcsMTfP95Z5RwlQbfTpbauzeP2RhMbcK68PPqdxu2v7YMfx4Kk7QXuoQRM42jk1dSeRnJ1MesFGm3Rnkok1JGACDafEbg1RHBE7XcufEutO882HsnnL2ZP6VOephASLuJJonHPoF714HYu9y+USq5LC9mQu/9YODQ0lgp/ZT5ONOuTC0/ZLbdynSFfEILG1tRW5xtpazKtVNP6QUSeLXLkR6hB5X94kpNWT39dai9mMODdXW3hH2eaX8wUlLK4quOUCmfLIsxwKCtVijuXhIcajEXDqNMzYQQ96odaTh9eArUuUdQ2V19jd2mlx1pLTPW7z3qNclSGCaIrbd++gCu9z+/ZtKKUwGAwwnU6R5zmeeeZp1DW9m9Yah4eHODw8xHQ6xeTuBM41bnQSAKylkERJJxE0gZgMg8Xz9jp5EO6rub4FPmI+JTMiXaw8SgovDc7prP5hrwfnbShh0oT+VlUJ73yUALo+GhYq1B9i+uVQ4jTlW7rGabz+NzIEWeGnmbZ0YNLfJEHxxEqjxlFOyNLvi0VMXtxy9031qkxUQEc8sG+S66buQy4kDmHOVy6euqpFyGTikxZ0bJLT5PdXSkErAxUywPD7MlAcHh5G4mYwbTh2DaUoG/kgZPjhMciyDNpaLC25hEwmkxgfzu5HZXBQl4um8QelLEjsy8nE3+v1YvlcpSj2XoOMFDdv3sThwQEKOAx7OYosgy0reOfRy3JUOzvoQ8MsarjREMZ6ZHUfLtMobY3JfAa71fjbpslA0pbSkzYmJFxpMtjfvXsXr732Oq7dvIE7d+9G0J9MJtjd3aXyHVtb8B64c+cOlstl9Hsdj8c4f/48Cl2gXFW4ffs2bt26Fd8fIF9Wl/Qp6tl9AzIcvvlmtU0qqJRj18ZAC4d0GXHFa0IrznjUqKJIKvQtbjSlYyrC51v+m7xRqA5RXf7bn6Q4UGgPPWgygMgmd1/JmsvGhKS1Rl7kMYkAueA0SnQ2qPjgl+KDuMRZUVg/Q/uvanGabUOUD+4VwdWltQN71DWlwaL30SGhQnie9eGYiVwXRzho4b8mdbt1XVNC17wPYD36pvmuoJSJWZWovnfdUiHIWN9oaHIGSmWYz+eYz+dR51gUBcWNa3Kw5oztRZ5H16SqrnDr1i3MZzOKCOn1sFgsMJ1O4Z3DcDig0hHBvURBod/rA9vEDddlRRxEyIF2584dvHrlCnra49TWCKPhEPWyhHIep3f34IcjLKdTFKUDViV8XcHM+0A/R6U85vMZev0RgR8aHa/SikrHRvry8dNwbMHTIBjd6prqdC8W8xh6ee3aNeJAyxLXrl3D5cuX0e/3cerUKTz26ON429vehuVyiZs3buDmzZu4fv06rly5glwX2B5v48yZM7h48SL29/exv79P4ZzLBUr2PeXeMZ2LTZBVOmnjU7t4LC9PuEeT0lykmfDRinXIxP0VvR5M1khkkh7rmtLGGaOjVALV2CuUWi+YGHXKnkrRGDR6fkpoHK7VumWwelBd50MNmqloAqw7J0uDThSNQ+7KLMuQBbHaGANlaJHWHrCW9Xs0Yc458h90AJQBZ6+GMfCKJoYmiK6BAmW78czpgURC1qlwfSdFejpl2P/NhXsIjhAaNnAMVVUHQ4lGUfSJ47A1HDyUIX/IclWSkSNwmVAN+EkFPRk6CLSc96jKkkQVTWnuuBKi1FlFNUYQF1ehTIAxGlyGtegVKPIc/aIHbYbIgk5LK8oeVFUGg0fPxzHOlEeuPFy5hLUOZjiEdh5VReIZAYBBrilrjlUK460tsvZPJjh17gymizluvPoK5pO72BmNgMpiZzjC4MwZ7PR7GBhD5Tush5uVMJ4qY66UQ1b00N/ZwsJV6Pf7KBGywFuPGhYIRb9s0G2qsJny/FkFWF/DoobOFUbbI2yXOzg1O4VVXeL2zVs4nBzCVjVMcIGZHU6wnM3x+pVX8eIXR3jsscfx2GOP4tTeLrZGQ9y8eQvlqsZkMsH+/j6qusJoOMLu7i6efvppQClMJlPcvHUTs+kU0AaZosinDAaZIa6L1SNSMqK69Jusy2oNMFO/ZIBS2zEHaAxVBXWeVB4Vu4V5DeVqKKegvSHO2LoQIZWhKPJ4H6U8MS9FBqV8oCVHFnVNMfypWM60qRQxNrVzqL2jfApGw3oHr0DrzyRgyy5I96HefahBE2gDJ7cuzjIqnMOCZ1FXWkt9DO9quDYmIGttKLFLsdHaGLJOC7GVVhQiIeosVH8EoJQHvCUXILJeNASrHDwUtMmgTVtX5MIubKs6ggyBZaMzKkVyAudcK2lEVTdJPaRvKYsyvZ4D15ORXHvIihjHM7UcE3CTyLRYzKNYT1yChl1UTeJd1852z33P87wph6EGyLOzwd+OuOlFMI5oTZE9vX6PALjXiyqJrMixtbODc49cgF1OsX/jGibTKXKvsdUbYjqZYj4YY3uwhTxUrHSe3JeQAXpYYLy3h/H2NmBosdG4BxAIC5LGIri96LYWzHsKF6BQQhJDB8MhBqMBFMgNqlpR9ArVX/fwzkVOsVytMDk8xNde/jucPn0Gjz/+GL7jmaexvz/Fndv7MSnJcrnE9evX8dprr2E4HGJv7xSefstb4ZyLXOhkOiFDlG98ibvmj7lkoEPHt0Fya68vB+c49JZVXsHpnSU8eFjn4KsKHkBtFTJDbnNFoVBVSojdHt5Rdn4TfGetrUG1gSxs3U6U3dCaob6EXYxz1zK365GI43HTVy3A7MKMTe3vDWgCjZ6QF6XcHWUSDwa8VLTgv2m4JQ80JTptknekFRE9WJxvOxs3Ih1a/YlWUvFsSdxR/YB2eCXfg3U3Mgu1PE7RLBWIwBtDS6pvAtpuWXR/xKij1HpLY5jDORXDJmUWpfliDq8c8rwx+DCYO+diEpDxeIyqqiLg9no9KGiUJdUNWq1WODw8jJngGWht8IWliKI8qgAG2uP2oIfpwSHscgWdGcznc9zZ38doOEZ/uA2lPHH/WqM/6GN8ahfbZ09jMBq21BzpJixpKwWRum6iUKyjBL9sHBtvbSHP85jpXWZAkrSmFCUeuXz5Ml599VVcvHgRzzzzdvR7Q9y9exej0agxhDnKiH/16lW89tprGI1G2NrawqOPPhr0hVWMfQdwIpej44itkttjejNBZ8mSVEqngEJdr6B6jUeK1N+zKkzaE8Lo05hnJPFJIyuPudYeJmv3R0ZASXdBSfv8/aTt3sn1RPvN3/xNvPOd78T29ja2t7dx6dIl/Pf//t/j78vlEh/+8IejE+/73/9+XL9+vXWPy5cv433vex+GwyHOnTuHn/mZn7lP59vNHCUTuPx3y4ItBl7GLnctFNbnZRnVwu6HbOPS8BNBTyyoyCk6qtVDmdPXnd35w3oYSWzSkpv6Waa/SXeO5l4mcnvNrtxYyXkM2NrOhiTP3LAYByZC7lce8kw+8sgjGAwGEQiyLMOg328BKd+fM89Mp1PcuXMHN2/exP7+PqbTaXS34fvw3Mh8iN7TohoMBjh79mxMasw1h5566i14+7PP4a1PfwdOnzmHXn+I/nCM/nAEneVYVSXm5QqVAfS4j9HpXeyePY3BeBQBsysTjpxPbnLetTaBO+Lz6O9gMMTFixfx9NNPY2dnpwUGvLExPfBip5BSjytXruCzn/0s7ty5AwBx8xiPxxiPxzh9+gzOnj2L7e1tAMDdu3fxta99DVevXsXOzi4lew45RaUbznGapK30GlZlMdOQbsb8PpIhoXuR7lcaFtdpW4VsUc3aq+v1KDqm9yjl6XVOOM5Xsk7SdXc/us0TcZqPP/44fvVXfxXf8R3fAe89/uN//I/4p//0n+Kv/uqv8MILL+Cnf/qn8Xu/93v45Cc/iZ2dHfzkT/4kfuRHfgR//ud/DoAI5X3vex8uXLiAT3/607h69So+8IEPIM9z/PIv//KJO8+K97XjYpfpAik2wnQl4ZDgygASrcJak6VONz6S6XOlGMw7H4vubCji58h+ymeze0nqeyoBttmpLZyr42+8QPi5y+UcLhSsYk5JcpcybR0bDljvBd8YlnhR53mOU6dOYTjYxnJZYn9/H1prbG9vx0qTWWYAQ32rqiqWFlgul3GcFosF9vf3o1WZASTPeyhyKqs7HA7jX0rB1idxGU0SFp6f8XiMal7g1PYWzp45hyu9Pu5euwmlDLTJYD1Q1jUsLHqjAqOtEcx4AN0vYIo81CBa96fleeniTJo58siyHMSba1Slw3Q6g3MOg34fFy9exNWrVzGdTluA1OVbLKWb+WyGV155BY899hh2dnZw5coVlGUZvRWAxh9SSikcNsnfJcCRKkRD62wNNKTEI/sj/XclaLKXQaPWWS87IwFOwbTWCD+L7tXozZ1rpzjs9XqwNZWWkSqexsNFobarlv5Wxtvz+XJ9pSqLN008/+Ef/uHW91/6pV/Cb/7mb+Kzn/0sHn/8cXziE5/Ab//2b+P7vu/7AAC/9Vu/heeeew6f/exn8Z73vAd/+Id/iBdffBF/9Ed/hPPnz+Nd73oXfvEXfxE/+7M/i5//+Z9viRTHae0Ja3MDR+8gqkW8cgeSYj1zYhJcpZ4vJbJU/OVGHJ4CZypKxXelVEtk49/iOwTuOBqsVOMyZS39mxcOh1jGc7VHVZE7DxOvTPHPfeYF0DzXwdomRRo/4/Tp01BK4eDwAPBkMR+Px+j3+0JloeDQxJTzb9vb2yiKAmVZ4ubNm1GsK8sSi8UCWmsMBgpFHsIxQyXKhtMgbn4esm8TyJJV3juHejmn9HRbO0AN+JXFajqHVxqVtXCrBYzpYzweon9qG/l4iGzQg8myoItrKCRd+HLOu3R8VUX65MxkQZ0wx2KxiC5EjzzyCF555ZU4z0VRrGXfaQM2if2r1SoC5yOPPILXXnsN+wf7yLMmskZmYpIBAwxInEg5Vn+EAZVBaes7N6kgpN4/1Q/KY947OIt4TP5mjAF84/0hk+a0JCjddtnj2lpE903/WGqiPtuo+kgj45CAoQR/tlt0eeAc1e5bp2mtxSc/+UnMZjNcunQJn//851FVFb7/+78/nvPss8/iiSeewGc+8xm85z3vwWc+8xm84x3vwPnz5+M5733ve/GhD30IX/rSl/Bd3/Vdnc/iHHncDg8PAaA1eEBbXyEJh8/LMqphorO85b+VNikySVDVipXn6xwH6WS6FxWA4GrUdpRPCTbVFfF9TJZF5XrqMgSgBaTyXeu6ho6uS81zePGkXHqahCRTOdjViWp/j0mv5hz2ds9gNCQLNlt4IxeSafQGueAEmggrnksZDMAGIXq+CiBUxWSySimMRiRCz5dLTCaTeL+6rkkXqjW2tnewPRwgB5VtXUxmuGWvEReoFEyeY7yzjZ0zpzDa3UY+7EPnlOOxq8kNQ9KW3Pj4vLqugmeDQrmicS2KHlxF5Tgef/xxXLhwAZPJJAI+c/abWiZUKFeuXMGjjz6Kp59+Gt/4xjeiQ3xRFJRXIKyD+XweI7nIu2EVVS+kU/bQysDDxE2iSzXV1VKRVtKKUirkOUhdgppzM2EHAJokLTSezTX8e13XqEOpF+/UGmBGmvZNLfoUOJWiRCOb3iPO7wnM6CcGzS984Qu4dOkSlsslxuMx/ut//a94/vnn8dd//dcoigK7u7ut88+fP49r164BAK5du9YCTP6df9vUfuVXfgUf+9jH1jtvzNoArgGd0PnJRcwieqonlLtteh1A7kH8PLmAnGtHaHTtxjKSgn9LU+936luUpvRZIZ0ZvKdnAdAqQy8kC1G1JYe18PEAMpu18hAyd8ciktxgZMITAHDaod/roz8YoMjJHYQT/S4XJV597TKstej1CrCoqHQO5TTm8ypyE5x8V0ZP8dhvbW1Bay30lmSZnc+nEQAI5B3qQ4v5cgXrHIbDYaz1YozBeDRCLx+TW5JX2DtzFo8+UaIsa7i6hi0KmO0xhqdPYbSzSx4IygBOhTj2dqSM3Miid4SYO270ewaqiW5RlRXm80Uof6JQ9HJMFofY3h7jqaeewOGE/DaXi0XMYC8lnDZ4OdS2imk9rl+/hn6/wBNPPI4rV14D0ENdWywmM5jMoN/rIS9yGNNEl3EhscVi0YCIIU8NFeiVo8JUyJrEBkDuSyqep/QqOUMVQY3d5kQiZFvCuXbiaY4iUwrk2qX4Wio6pzW5ijmExB3eAc7Bs2pEkeXd2VBLq67hLbnbeWuhtYHOdHSx5dkLfgNNNNAJ7EEnBs23v/3t+Ou//mscHBzgv/yX/4IPfvCD+NM//dOT3uZE7aMf/Sg+8pGPxO+Hh4e4ePHimlguuSmg0XtxI6d0Sr6LFJhCS4FWZmPxnrLFp8Sj1Lq/WyqCe0+1n/mY1Fl2iejyegfy3jXaBL9OF12WlNYw3sPXdSQKAwXrAVgbHYt5XHiTkf6arfcIfe/3++j1ejh16hR6vR76/T6897hx4zoODg5Q5P3o+uRQo9/vY2trHJ2p65Brk8VH5rA4OYfWGv1+vykeJ8RL7ynbUdHLkeXMvZKfpDEGeVFgOBxGP8SiKMhy6wFAw+QZkOUYndpFf3cHB/v7GGwNYc7swuxuw/QH0MigKlD28Zyc2mV0iARNBrNU1+c9uWV5r6moml1htSobz4WqgoZCVVNk1NlzZ3Dq1C5WqwWq8RDT6QzTyTzSocz76gPXpsVqLqsF/u7lr+Cxxx7DU295ApdfeRVVNUXRy+C9w6qcIy+G6PXJY0NybPwM5xysr6EcAVpbjA5lptW6NJO2KAUJ7pE8K9FiZOiZQZeoGjeodDPytHOBsnkRaJKoT9eX1QpK+RC111RroLDamujf2QiYyjkYRWnm4GkDaqnvEPJ4KgpMeFNBsygKPPPMMwCAd7/73fjc5z6Hf/Nv/g3+2T/7ZyhLMgxIbvP69eu4cOECAODChQv4i7/4i9b92LrO53Q1NjCkTephuLU4P2CNiyI+RkXQlNdJApKg2UTBAN6fLIMK77JASCkkjqf6lbVsQFG/xFb/RlnO/aREH+34cADIvIezOTmO56aVyXqTC4rkdtg1iHVvV65ciTo67z1KlKhrizNnzuDChQvI8xy3bt0CRzSxyJ3neYyz7vf7LU+FxWKBxWIRFzV7JyilgjpgFErn0mLu9fsYbw/JaCM2ASpqRgvDOkdJOTyQFwVG4xHKcoXt3R1s7+zEUsQtVxf+JOMhVT9dBkOmsZpqgMUEIwcHB42L0ZK8Avb29nD79m0899xzGA6H+OpXv4rt7W2MhluYTqdYLpdRpRJ9hEULlAljDK5evYrVqgwcewDucB7Xime6Sw0ise/WQql1HTqNiW35oUpuUkpx0pCpdcjtGQI70rUFIEZbtY04jXSYmTaTQoadxpjkXJPImse6rmtMDw9b5avL4HoX71NXrb60P+tBMfdqD+ynyXqTd7/73cjzHH/8x3+M97///QCAl156CZcvX8alS5cAAJcuXcIv/dIv4caNGzh37hwA4FOf+hS2t7fx/PPPn/jZEjSPAjKeXOcciWImbzGGqUEo6j8Fp8oc3/EMTWiuif3zLUKU1l8W01P/MnmfTVyxopu17sX3z/IM0B5Z1lZXSMulbMz9nT9/HsPhEIvFAt/4xjfiAmSx2hiD7a1t7O2dwvb2NhaLBW7evImqqkKijwEGAyq6xqDHYjrHm7PuifvE9anLsoyLQc4dBybUdRWTPnCfy7IEigK9gpISr6oSRZZTHvCiwN6Z09gK5YNlUuS2FdWhPUPrIYKSWwMkt0mbHvuh9oPLFdXbnsMojYODA/T7fezv7yPPc3znd34nLr9yGdeu3Wxl/JEZnbroqaoraKVx7fo1aBBoZpkOG6qKgQ2A4MTWrPRHsFWeom+QgIu0mMtxYYkpBo4oqm+ebuIIo8tj1lKVhetloEiTbxXI8hweNVyodyXTMJZlidVi0cpV0KrUQC4RLfpvbxAAoGDdZt1y2k4Emh/96EfxQz/0Q3jiiScwmUzw27/92/iTP/kT/MEf/AF2dnbwEz/xE/jIRz6CU6doMf3UT/0ULl26hPe85z0AgB/8wR/E888/jx//8R/Hr/3ar+HatWv4uZ/7OXz4wx/u5CTv1SSXmSp2N56nNYAayrd3TAmaMs0aE0VDeBtAmRef2LlbfUPb2V7uhEzcfG7qF2myLOTbFMYhYT2U7yeJ2jkT1Jt5y7BV13UrWYb3HuPxGHt7e9jZ2UFVVbhx4wbu3LkTdZDsd0mRKHvY2d7DfL7A5cuXcXh4CGOozjdxEQTMXHeax1aK1JykQ46RjHFnsGUOlV1RDg8PsVyVEQA5lRpHRrnaQmsKB3UAsiJDfzjAYDSM1mbJ6cTFw7PbxSEl8yXHu64tylUZOUtZu2YwGGBezHHrxs1o/Nra2sI3vvENfOUrX8XFixfx7LPP4m//9m+jx8N4PI6cYlU1SZh5vnUI6TXaQIX8dqyNZRBglQiB9qxlpScg4bIVDbct3ztDG1wkEyE57tTXEorGXI6TWlsPam38ZZPPJDrm0rxNCDA/j/14Z7MZyqATl1KU9z6CppQsuO/pGj1uOxFo3rhxAx/4wAeCA+0O3vnOd+IP/uAP8AM/8AMAgF//9V+H1hrvf//7sVqt8N73vhe/8Ru/Ea83xuB3f/d38aEPfQiXLl3CaDTCBz/4QfzCL/zCSbrRanJSuo6nBiIWTVKLWnodcw4t7g8UlcC/y52SALMh3rTReW3fTQZMjhLh50uCc85BeQfl1n1O+TzpG5q8TfyX1jq6+/R6vdjnPM8jWNZ1jddeew2Hh4dNNqHwzMFggAsXLmBvbw+Hh4f4yldewnQ6j32QOtDDwwnKsmr5k7JbEouLHCDAagO5ACUnwvdgi+hkMg8bXxPpwuDJoZ+1d5ivFqisRdbrYVD0qC5RXnQufmstWZN1mwa65lCK5UQjJZbLEvN5w23z9Xme4+zZM6jLCi+++CKMoWxNFy5cwO3bt/HlL38ZO9t7eOGFF/C1r30Nd+7cwXQ6xc7OTjDYUSVLWb2zoUVB95xQRha+EbQkrw9vEiSt7rWTqrykmkLSE3PtETQFU7DuvhRUYknYZkrL3rfXgNbktdLv97Ba+Wghj6J4WaIM3Dl7CsjGBh/5vNaa9evve692ItD8xCc+ceTv/X4fH//4x/Hxj3984zlPPvkkfv/3f/8kj31TmgQmqfOUefuAZkApTIzr6azrt6y1gG77fjbXk7WPdUjSwMBxxVJZDyByvKmRq4tDTf1Dm/MA+Ma1iAGXuTeuNDmfz3Hnzh3MZjPs7+9HcUkphVOnTsXIk6qq8NWvfhUHBwcANIqCYsBHo1Gsb/76668HzqbRUTKneHBwEMV8NghZa1vcnxwfOb4UR19T9ce8aKkZGIy0MbDBob5creCto+QhvR7yXlNzm1v8NzsloK3bTs/jMZd045zDZDLFbDbD4eEhvva1r2F/fz/mJN3Z2sGjFx7B29/+dvzVX/1VTED85JNPwlqHb3z9MiaTCV544QWMx2N8/etfx507d4JOeBQ36TUxO8F1WvQ+SBYqSg7sntXW3ZrW9en7+kSUZo+LdMOXY6C1hjKGiqihrXen9WAAr6FUW5fZrD+umNkAG9EtwV4qUQKIJXurEEnGzu0pAGZ63S2RmQLvT+bYDvw9iD1n2SQVMdKBUOJcrSkRh5MicbDowpNPpVNkwVOKwr+4yqHWoSIkiLhs7SiXorMgP0wGvcavtgHodryxNDIxAHC/WX/Ix/i4JFrJabZAU+hePUB9BCXn3drahlYay9US0+kMCOL/armCtQ69ooeqrrG1Ncbp06extbWF1WqF1157DZPJBKvVikBOEfe3u0she8vlMjqsk+FuAO8RfSkPDg4iR5q+i9RbUuZuikhytikCp5RGnuXRJ5E3FYBcz0i/tcJitaKBdx5wDv1+jyogstolo81PafqYLEOWGcp8pdc3yxapifFmjjXLMoxGQyyXS/R6PTz11FP4X//rf+Gll17C9vY2xsMR7t6+gxdeeAHf/d3fjf/5P/8nrl27hhs3buD8+fNYLkpcv3EDf/03f4NHH3kUzz33PF555TL29+9ivliSy1e/35JIosFQGXDy6rhJBncdBibpytXQkV8D3dZmIjZ+6XbXACc9h6ziNDfeU1d0iJjTpgFNnldbU2VRqeuU4+1C3L4K7+AinbgoYvOHOcuyLFGJMOD1dd8t9fEz+aw3jdP8dm0q6C04cYsEDSBMDGem8R7O1mAEVYpKA3hrAU9ZbjKVw0Q7u0KmNXKtYDSgwFwdYB0Rsg16NYUM3nlYb+FsEyUhIyB412eltSw72iW6KxWq6WXriQeiaO5dUMIHvLBcolfBqAyjUT/6SlJt6CWWyxJFPkC/X+Dg4BBlaWF0htGowGg0xt7eLrJM4+7+XVy7di3qJtlYsTXu49Sp0zEL+Ww2ixz5aDTG1ngHWUZJNu7evYP5fI7xeAveAWW9AtC4nZBKmMY7z3owpoAHsFqxTo8XCwDYmI0qC64xta1gywqVt9EtSWcGRufQRQHTL6AHBXSRw+Q5dJYRaBoDbzScqEjYBZT8Vy50qd7gBMsHBwfRyLNYLPC3f/u3OHPqNJZzSj7y1re+FW9/+9vx8ssvYzqd4vbt23j27c9BKYXXX7+Ky5ev4NzZC/iOZ57DK6+8glu3bkRH9SwjH1kZ+eJB+VRdoBXy9ihgTB77yXPWViWJdYE29+a9J46cXYkMpfXzhj7amxgO3LhikerKe0XhjhrQnvKpKm2gQIlutLbIMo0852AMgDNHmQzoD9g9TgM+o/XoFYoiR21pXim6bYXpdIblkjJ7LRcL1K3Isfb7pMfT37rm/aj2UINmwEj6dzIgay1ypLLiYUgiYAx8ALQiRKqkvp4ylhcQohoDsAJZHbUD7VzNOawbNcZEDpKBUvopMpFL/R4BSyOiMXeaiooIXIYWfcx7GXqGaoCTO9hBdBanwl8ZlktyI9rd3cVwOIzhdsvlEq++9homkyb6isX5oiiwt3sqxp6zGoFDJvf2yHm8LEvcuXMby+US2ig4X2OxrEGMPhGydO4nrhtUvjUYktJQwyzLkPE7C9GKNj8d6pFnUTzmjPJFv4csp0TTqY7OeR+4G8S5PeoDIG54TFq9Xg+DwQA3btzA9evXcfHiRRhj8OIXv4Q7juoAHRwc4F3vehcuXbqE//E//geqqsLf/d3f4S1veWsILb2NGzduwFqPZ555Bkp53L5zE4vFInJ6nCmfk6AoraB9O47dGErWQtx3AybHBYZGYllXY2llAvdG3KAxbWNa7UESWgBR53xIugFI954u3XKWUzQZ0zpHMDUMgo26zLpuqhU4Yfk+iUHnfttDDZqy3RM0+TygBUhSsQ+0g/nl7gw0xh8A0TAhjTPWO9iqbc1mjpIBT4KuNDbxcVk7JRKUeLdUd8lAy425PSbIarnC4WweleT8m/fkJwmQkYaTQKxWq8ZyHnJxMiAaY7C3t4e6rnHjxk2sVsQFcWKNoihihqv5fInZbIrVahkANw+uMJ7EYeEqBojNqfaoNI3ZfD5v+fV1GSSksUrnGbJeEV2b2Fme75+LapnrKo/2fVOgTFUgjZTQxOiPRiOcP38ei8UCt2/fxsWLFzHo9fHyV1+OmZxu3ryJ7/me78ELL7yAL3/5y1gul3j55Zfx1FNPAQBef/06rl57HavVEs8881YMhj28+uqr0WB2eHgYNwXWDXcZbvg4eyGcpHVtFBEYddsxS/4OTSoUpWWeTEm7tuVO1QqjBM1znjWbWl23E2YzkKYfZ0/2fg/a/l6A5r0AM91ppegrf1eKEl7wpMmFmk7earWKoJmxuKcNqiA+ycgHyUWyJZO5Wf4u9XRp2jm+VirdgfUs9RJcnHNYLpZwVZN+jEGE6wwVRY5+v9daYMwRAT6UzKX+cf7Luq5x9+5dLBYrwFPpXo7KKYoiWn4nk4MQG52jKCjKpyxX0LpRPchxTzcIfhepT2PAkwatqDPLMuS9Anm/F41cUoTUwutA0o2gEvgNjFgqafDcM6czn1EkkNZU3uMtb3lLNHyNx1t44oknYpajmzdv4s/+7M/wPd/zPdje3sZk8hqm0ykA4G1vexuqqsLdu4fY37+DF7+8xIXz53Hx4kW8+uqr8Xm80baj1RqOm8aqKXvC78B/2UVpU5MbRbrGvGrrQ1tzp0Plgg5XIqJPE1RIfk264v5p08wv03iq0mLdLjMj3vuT5bgUfT+BVB7bQw2a0n1BEo78LrmZ+Fv4mgKRJBYGu/isQIwsHsj7V1UFKMB6FSsPrvVVNfk7ozNw6KdMZixFcyBwSD3K/hStlEIXJTlUvg/vyMwlsmjNgMxJe2lB0cJYrVZRHKbM3wVqS87F7KzNIiH3i8pANAS/s7MTgbcslzBGIctI5LLWot8nXaV3aDLuhHcwxoSidgUUsmYxJEaJWJMp6BP5k+VZKM+brYl+rNPmMZRALalJ0k1KV7JCJusUY4KI0keumEVi7tdXvvwSTu2ewmAwwHK5xM7ODvb39/HFL34Rjz32KG7cuIaqAg4O9vF3L7+Mxx59DFVV4+DwEJPDQ6yWSzz11FN44YUX8NJLL0FrjbIq13ThrDNn0VeObeoah3sUE0uNYak0IGOnWqokYygZTqI3bKQB3eLo2WWM+keWcrlWrbWobR1K+NbRWs7GLR4D5XxMfnySRn0KqgZ//GsfatBsWYmTLeNeoMmcHl/Hu9uaviuIZTI5Lk8eO18bQ2VrrfO024YJ5N2Q78sLjv0UGeRk5hdJbJLDkr9JdyalVNTdySS+OliH8zyHDyDNHGbTJ435fNHijBtODigKg16f7s2O6gABHscFc2M/zKtXr2K5XCAvMsrcriivptYKOsQMU8aahjtmAMuyLCShNREU5RjwO6SgyY7uMBpetzn0uIDvQ9clN1HOCyo/+/v7RAdWoSh6kQtlfezp06dRVTW+/vWv47HHHsPNmzdR1zXG4zFu3LiB7e0t/IN/8J34m7/5AlarErdu3YB3DhcvPgZ/2WEymaGqKrz66qt45JFH8Mwzz+Dlr71MII62ixrTA8+jDUmvU53wcVrLKCTGwjkPrxrvjJQDJ7W6XqsAmYKo/BslhmBjgEfQUSpUVYk6lHKZzeZYLOat8Y8MiJLWjTe/PdSgKZOSdhFGF2gGb4kW8AANaEpOEsCaW1Bd1zFjDGcm1zoksFVU9Y4s5qS4lpmnvQ/Fy3QTiSNFUUD6tTUcpbO2JbZyNITWuqk1LgwTEYQ9xZ0bob9lP8mqrrFcUM5HFnP5+UzAg0EPSgGLxaLFYdJidCEW32Nrawu7u7u4efMmZrMZlPIoSyppm+rfaPgNWPKT3F6zsJrsPw2HnIGyCTUbW1Rp5DmyzIBxfBNongQ6pP6SXVxms1nMOj+fz3H9+nVKU+jp/R577LHY79OnT+P27dt46qmn8Bef/Z947bXXMBgMcHh4GHOHXrt2Fd/zf30X3vr0W/DVr/wdrPWYzSa4du0qHn30UXzta1+Pz3711Vdx/vx5PPfs83j55b/D5HASUxEyHfEGT/23ETQ36zS92EwYxBCc0OkYb270nOBzLEAz1Q1bUvA2lSgltw+qI7QmBYDqtJOvrQbXwmLgX66WmM3IWr5YLKJfs3QZ+ma2hxo0j2otcUQeD4TCIguLNdykozg35jSk86wsH8HAab2Ft3WLeDMdkr06RwrrEOUAZ6G8gVGasrPoRnxRClFs8N6hrl1IucV+oD6cw5ZGqlBJZRc4XJKiKIw2MKrh7DKVY7VckZsOPHqjAeqqpvvrHL5W6PcL9Ht9GKVweHCA5aJEnvWQmTCmTqHIVeS0z549G3RxdwOAV1DawRgF5ygLEFUXDDpGR/0jgFaUtQkAlIcHJ1oJ4lOmkOc6gKaB1+QCowByIzOGsrlrDQ8Hh1CWWHOEigoVCVOupwnr69K/Mf3wZum9x2Ixx9Wrr+PGjRuYTCZYLlf42te+Bmc1JpMper0+3vWud+H8+XNYrUoUBW1ojz/+OP72b7+MM2dO4+zZs/jGN17BYjHHbDbHX/3l/8L//X///7GYV7h8+RU473Dr1k1YZ/H002/Byy9/HVorLJcrXLt2HUU+wFueegbf+MY3cOfuzdY7SSd28oc0WK3KYIFGGH9FjnTKh3h1DxUc1OBB1njy22uaomMaDvAOHg5kGUeLZin8nfw2aX49wtOCm1LW1OcytKmT61cjFRV5EWg5I04z5NRcrRZYrZZEt7ai7FSBwdSgjwrvAHgStxVpIhQUaSQcwgH2lBD67RPsqA81aLaU2wnIpcfiwgha8HT3lQCacilRSR1dgNZDGQnIiMtU8NCqscBrMtlTCVvOTO3J+VoDgHfQiu/fbP6sNHeOiFWpDEANpaj8aRVEF+bI6D1cq3865EhscR0aMHmGDFSqV6PxKMhZBwWFuqRMRgTGTaIL4hjIePToo4/CGBPzoZLagxYigw7rggHmDkMd67CwoIVHQ1gCOvhOUu5HRcmUtY8LLM5PZuAUKH2eCuOnG+f1pqnkE1x7N3moCeDUmlQgo9EY8/kCX//6N7C/v4/BoI+i6OHG9Tuoqhq3b9/BYrHA937v92Jvby9KBpRx/XVcu3YdFy6cx5kzp3H16nUo5fH669fxt3/7Fbzzne/EZDJBXdeYTKbY37+LPMvx1rc+ha9//RvQ2qBcVXjllVfw6KOP4emnn4H9aon9g31kuglXZVqnFGtAWVaBYws6Tnb3VkSv8X2dCBVujwQBnjJQYbOmPAg1rFPwlUXmMyhdQIP03ASWHlrpZB05OK9CTsx2vSGtVfQcoQAHxOJ6q3KFsiqxKpchYQuJ73HuVFM5ldHeRwBNjnpKUcfXM0ScRAp5qEETQEunwk1yilIEUIp8+ZjTjMcSUYGPS/ccpVTLWinF3SbZho5AJ5/vvQcVQDzCwo+2w3rbkb0BUL6nzBLEagVpaY4gFBaL5Ki5smOhgBx5ywsAIB/E1XIFV9tW+QTWswLkl7izs4PxeIybN2/GiJhGR9UOhZRGhTzPoHVbRIv9VhmApvRGOxpFA5rq00vDmQkO2IibzfHcz47bnCPjTr/fx+OPX8SVK1fw+uuv4/DwEOfOnY8qm6IosFwu8bnPfQ7nzp3D7u4uFrMZTu+dwnd8xzP4m7/5X7hz5w5Onz6Ns2dP486dOzAmwxe/+CLG4zEee+wxvPTSSwA8ZUmaz9Hr9fDII4/g8uUrsK5G5jNcvXoVdV3h6aefwUsvfXmtwqV0q2Ir/0lbM3SsElKBg1cNLQaOFvDBy8LGfKg+6MFofQX1SARqVr3kkRaMaWcb46z9C9ZfVg5VSaV81+pBeh0T5WxqEhRd0L82r3gy1c1DDZqSG0iV1kA7Q7TUB0rrueQepa5F6hkliKUWxWZxeiBG7aL1m/dk3WM3kHW1ASUl2LTIWdzkvrERisE61RlKcAX8WmILNkQpTcSS/k6LjPwpteq14tvZYMOJPji0siiKmJAjywyUdkHM0lEvLMc8/UTrv8qgVLYGmqw3dlxzXmwMOnDxjobyCNC8fxDNsgJ1vcTe3h7e857/H7KswF/91V/ixo2bOH36NCaTV0JYn8VkMsXdu/sYj0fItIa3DmfOnMFb3vIUXnzxRRweHhKgLqh0h9YKX/va1/AP/+E/xM2bN/H6669H17fbd27j8ccex9ve9jSuXHkNh4czKOtw/fpVmIxKynz5y19ubd48JlK9IDlRDoTobEG8ZepsMR0gVYqLUlEjGfHHh+QhUh1AYrQnqSEji7UxClAhbXFQH1F+gYq4SetiaZTVinw74z2Vic8JnYTkNVuvAtbTBq8Z1tGC+6xIrD8BbD7UoJmK4eliSYEtfnQDinyMI0hS6zmLl8C6NbENTgoetuUGxY0mhsROabhikTlToOS5SSRQY9mn0gQy9FKewyDO7ifMMQKArZv4euYU470V7bqymiFA4GmGI2RQqIJbjXSVMsbEfJvz+Rzsnxj965SHMW3n+0bX1mSK4s2KgTHP88hpynGI/9YaXuWtxCit+dZtn8914FRrUkgqpaTfqWlkpkCeeRR5je2tXXzXu94NBY0vfvFLUEphZ2cHt2/fRpbpELlSYzKZYNjvYzKZ4NFHH8Vjjz2Gu3fv4s4dEuM5Zt3aGrdu3cbXv/51vOMd78CdO3eiFd5ai69//Wt44okn8R3f8Qxee+11LBcltNG4e/cuhsMhHn30Ubz66qvUU61jrLo0GKbrRroo8TEem36Wd3pzcE13Ersp7aD3cq15eM+JRYjeVYyNJ51nKq5XdQXtLFTY3EnfTbrY5XKFcrVCVZagBDFF2OBVNHR572E91QlidZTSbZ9s5iRVOMYRYAaGEumgcUM8TnuoQZObnOAuDqMFnlrHpA8yo5H0c+ziWuWzmLhkFnKlQs1m1X0t1T5pFrNUKwT8avVd5tfkjO3SzzO1sDO3x/fmhUFw3txXGsCgEJ2+GYyjG5XWUNZFDpjfmysb9no9zGYzACTuc+Jg2mQU8qLLKu6FqN1w9zz2ktPs8lvVWqNGk+w2nXPH7INoa4bADj23VLd0fdhoRCU8qPytMTmeffYFnDlzDq+99jqUUrh69Somk0m8b1VV8NbG0NTBYIC3vvWtYEPi3t4eHn/8cdy8Sfk29/f38eyzz+K5557Da6+9huVyHrguj1dfew3PPbuF8+fP4erVazGyZn9/H2fOnMHTTz8dLfSc/b6u6+iSJfNMGk2F5rhGEXP6LHLniepEbkTGqCCqAwDV7PFWwTpRtzyAo/M1nG+isOo6GECTexJdksrJBwnHWkvGsvkc1lE5CgUDgKogKEVqAbARSzVO9Tbo3XntqBC268L7caIWWlSI/T1ue6hBk4l9XVRut7UFmK0XqmfdXTen0TS+vwTLRpxXETQbA1G4DjIDUqNTNSZk3WntwE3EkjEmZNJuuKAUMPndOBMO39cYss5LLrKlvwwgw2Am3a9MsHKzaM1cJocnAohJJGSKN7q3gdLtwAAJSsZosKWfRX0GTaMpkxRFj7QXrdYaJuuJ7DeJ3jpwzpI+0ibVBCktpZ8oyTgfXMg4d6mL6e5GoxEef/xiVCew6oQ3GeU9fDh/a2sLSincvXs3un4VRYHpdBoz1mut8cILL+Dq1auAsqirMtCNhjE5RsMxbt++i9lsDqV0HPft7W1cu3YN1lo8/vjjYHe07/7u745p/bjV1qK0zYYvfZGdtYBtqgdI2lGK3ZpssMhzdFpjlPEs3jeyc5wbrw2cT8eazjem8dNVigrtDYdDjEcjLE0WNuMaWmeoTZ0wHbQ+mMssuPZRUBk4X8PaGra28GHulSZjJ9WU8ycKxXyoQRNYN/R0gWbqIO2FVVqBrLMK61nQgbaFngmIiMYG664UIRFVRfJ8/u5jnWmupU5WaMOTGPQ/ztMOrhWVFqUkuUSQ0oBC3xtXkzTFXF3X0RDEu67RBiYz0fAkwzhNnkERVcMFbkgx5YV3pJBIsrqbLMNwNEJdV6jqGkabKDaRvqqZIygyVRKg0MLQxkCbDNrk4S99CDgb0bFZEBoqM1Bi4bGvoYICfPPMoza+cAaiK0XH+S3DItOKAI26JuDggAXmHjnUVHJuCJuPCSqg/mCAsipRlbSBbYfQU+YMsyzD23e2sSoXIJ9VjzzvBWOiwVNvfQucpb4vV8t4n4tPPB42TRJH86KHZ599Hk88+RTqSlQ9VVjL/Rpp1QPeMjdImeHl5q+F1NNEqCGOo+Teo07VWTjr4EIKOf5eWxurSjK99/o9eO9w6tQe3vve9+I97zlEVRGYxzDSukK5KuE8ufLVMia9Dkmg+TnOoSwXlHOzqmCFSs9ojdpSZNdiMcedu9fvQTPUHmrQ3MQVdoGo5PwYYLIsg8mJo2LdH+dUlNwG34vAsqalptuZcaBcUEY33F+zyIJPmfahuiAryMk9w8MG7opcC0kMZvHFBzGK+pDnxdr7ypA6BkBehMxV8qJWWsciCTZ8HHxcDMoIhboPlm145JrrQ5N7CoetKaVhtIIK4o4Bg2oTrsiGB6UUMsE9Rk7GZPAmA0wObyjjFMLmxiJXhLgoggsnExa9EmOANAjy9/ieceLWz5F6YgIVyoXqPTns13WJg4M7qGuLxWKBSgASSwdpH2TCk8FggNu3bwNA5DhbqhzNZY9rOOtgnUWv6CPPaf6W5QpQCMBtAY8oYWTCn9XBYFU7TGakN5UcO4Od1mTN5s2X/VuV2LR80Osb3eTJZC6RS2Y0kk+qb27mg3XZcmykHyzTqnNUovnZZ98W6ZizNtF5XNKDuV4ZiOBpnMQaZrWTXP8xLNYtUdekGvmrv/x/cZz2UIOmS4L+uclJlOKujN3mgWNgbEIZ2+J3Y7xgYw8zXo14LMFbEibfR04WcyxdOiMm3CyTojpI76LbOiBu9B7VGpfJz2bg7tIjAQ0XnhqWEADGcNZr1ehaadPQrXtKbsR7QBm/9n6puMfHooWc1SdGr6ksAII34r6P19INdZPequuwfLbRTWkHppvpdIrr16/jypUruHnzduv9U2MiH9Na4+zZs7EMdhNdVce0egCB4dmzZ2CMwfXr16OumvvFag2y2k9itFaWZdjZ2cHFixcxGu7BWouvfOUruHr1alThSB1xmgyFuVyem9S7YS1yrEN9IjcbqT5KjXa8JqVtQV5L40BgxzWTZP9Z3cDXcJ+0bioV8PN4U5JrlKUU5/vwsBiNRhvpKG0PNWjKlorULfEqsZhKA5CMK1cq1BhHW5/DYAu0gTFdHNIan4IVT6zUqUkC8UAEb2nhJlFXxTIbqaFK9jUlStnXdNHEsUgc9ZmYuY8SUKXPn9ykZHQUPRswol+b+phyPvzeqeVcgmYnwm1oXUaf47Z2f5nLJ6MKZ693zmGxWES3q8WiiePfdL9ej3ShX/va17G/f7dV+50BZLlcYW/vFL7ru/4B/uZv/iaUObYUGabI4V8pjdOnqYDhq6++hqqqobXC6dOn8P/8P+/DhfNPYDab4U//9E/xxS9+MdKjlJx4zDnnqMxGn4IlHwcQAZavkXQiQZnP4wxYcg5oLHotWmDAHwwGmM/n+PKXvxxFfGksZP17Csb84c1HMj0pTdB9NHwwLK2W3WWtu9rfG9AE2hwW0NavpI137BQorHOAQgu8AASOFhSd0jFZKQeX7rhdHFYE0iBWcALh1BABYU2W9+YmwYbfX3K0TMgpILPTsQRjubBSwxVzRfzMFFS5v6R6SNyBEsLexIV2gWtr3rRqCeH8nl10kB4/CjgliUiuh65hp/w80sr29jZ2d3fx+OMXYa2PyTh4kUpalIY05yzu3LmDs2fP4Natm8FPU8eILs4FMJtRdNCjjz6KL33pxcDN12HP0AAcrl+/ia2tLezt7eL116/Ce487d+5iNptCa4M8y6NbmJS25Jh1zU/6XW5sQHszTTfn9BoGTelvyy2l5+effx5nzpzB9vY2rly5gv/23/5brCvF1TolF8rPSxmBXq/XAlmZapGfS+vBIC9McLD/JtY9/1a2lKOUIJlyeV2cWMoRKKVatU2k2BmJSTx30+LkY12LOeUWGyBVLSLi/nlPpQDk8VTNwEQn/UklYEqAkwDoN3DWcoy4z5IwG84ba+8DsO6xm7Pkft4LQN+Ilj5XHktbKrrJTQ5ibPl9R6MRxuMxiuIOdnd3MJvNYIzBfD6PmayYS5KuaVVV4fbt2zH8VNbpZo6Pae7ll1/GCy+8gMuXL4dEKPLdSIx//fWreOSRCzh79gxu3rwJpQAbLMGy2JgUWTcBhKQlOSY83zLAQ3p3SMZCNl4/clNNxXY+LlUEALnQTSYTKtkcwimltV8+K8WBrk041TPHTVE3eRCO2x5q0JSti5vklg5iF9g2gKKiZZkJQ3IczjvK3+f9GuFIUEpBM/0uQdtosgpLAuT7caYXCbIpQXjfBj25A/NOy/eUfXEKVIBM9DGCKwDj0eqTFMM3ERndw7RS5HWBpvTXbAGUOG+TDveb0dpArlgzE8en3++LssRNbXI2ujFY8r34uzEGk8kkHqd34hhxKkrX71OpkGvXruHpp5/GU09RJFG6mWWZxuHhFFl2C488ciEGGhhD8ePcz/sJo9zUUoakS3/LjeevC2ClThNoKhYwLchoJgbbdUmomav0e6pmkvp9viefe9I9+uEHzejiE7xUO3I4S84o5dTkgqXBZyt523jChhqZwxNoRAz+yyI/Pyt2UxAN75hsNTRZhsysR8HQdTWs4/fTLVCUE873l+JXKg6lgIug0WkNJ1+nFDI0yT4YFFKjjxyH2HdjANUBmuH3jEEzy8gflDlo75vEEXyd3HjAGH884EzVGJuOpS0Fea0AmIY7ynNyVN/Z2cGFC+dRljVWqxWuXLmCxWLRVq2gnYaQuU0ORuDCafxOlLdzFZJFD3Hjxg2cO3cOV65cweHhobg3jYPWwN27++j1CjzyyKPY379LuT3D886dO4fRaBQL3x23bRonrXUMeIi/N55bwQrY5uqttTDawOv25i/1pZxtn3+TACnBM7oFOvZK73YXSxkjoJES5Xsg2bCP0x5q0CSn1QpacbIGIj6KvqEmCVgCkuRi5O7W2okUYqYWYwx0psnVSLX1PFJxzvfr+ivvv67/Wa8H7YOuk95D7rAUmSIXm+TM+Dypw+R3aolJuq0Hbb0DwruD1oF3FI+sM0OVOnnRhGxEZIsk3zdlNJRpjG2NQYtuzECtQOvLe1DCBQVAUX1spwDnVYxoQnjTowi867fU8HEUh5zeK/ZfuVCi2UMbD22AvNAYDAvs7u1gsVwF16MK169fj8DJz5dzaq2LySgGgyGm02nAmMZQQ5wnlQa5cuUKdnZ28MQTT+Cll16KdXM4tyX38fbtuxgOt7C1tYfM9AGQhXkymeD8+fO4fPlyVBvIWlWbxlHSbmtDVApZoFXCLGIk+DfnLNGVMjDKQHsF5TRgFZwi7rhl3POkZrDWtaQYBsoY3VbXcDW7F1GaRRVoRqm2npuwsEngEh8EQHnAyHN9GHu/zghsag81aDZL1a2F6x+1ONLfGEwkcHYtMoW2K0YqiksOTHJ68t6Sq436Ro4K0l2W8QAqreMNWLZGQ+ggU7E4Pcc5R+VVVVtdEblcHxydxTUqpO9icI/vr9sx9dY5aOXRolvmGhWDrI8pwpIZApTkjo/LV8oxa4dEHu+a8Gx0cy7s56gUBTRwHknvHYzWGAwG2N7ehvced+/ejYXU2DIuG3OXUgdNHHy7wBs5zQM3b1JSkL29PUyn0xiQUNccLUQ5Bu7e2cdzzz2PwWAIow1qX+PatWvI8xzj8Rj7+/uwrkngcdwmx5JTDZoW8LGuXgExA1WI6gLHqTd1i6qqark7Sb2uNPTIqB/tm+xEOgRcdK1lhN9l3+gfcq67rzlue8hBk1pLsasUoN1aUtHUUpdyQZLrS3VujdJYIV3lUsyWQCJ/S4FJWhbjwhGWaglAzG1SYtfNnFKqg73XuUSIbWPSmg5XAKx0QJa6SLmBREIN/2d67ToHWA9F5dZmELo9H77ZLVU1sI6yqqoIkDLIgPWXDAryPqwDzfOjl5+1HgClnePMSDdv3gobu497EEDjxO5POzu7LbH24OAAOzs7mE6nMeDhuE2K05GpSDbkhrYNKAig8UYgb4cw95rc9pqSHLSZyOJvrN7iJDHHmY9vlp6b20MNmqkoy81aCyTsdiqSA+sW3hRI5SQCJIqoLl2JWrcKS8U17+ypoYfBlRIMeCi0Y98jWHFSXqCTSNJjqS6Tz5F/faBspdu6XjkOvPtKtQJzFak1Wb6zDedAtQF8TVxHw6U0nC4nYmjmuOs9NjV5fjou6W/HbayCSWmNjS6crERy6xxaKVUiFNVFfpYcMrnGESWtrslFiWP+B4N+MP5oyEuUVrFuEdXYaerK37lzB6PRCLu7u7h16xZlKzoBZyXXA6t0JH21NxQeA74YQEjI7Z2DyZtqqewjDTRVCPi+zE1vaukm9s0EzocaNJ1ruw3FgaRvrXNTUODz2WFXLgj+y64i8r7KANq3xVFuEhxTownfV7qUROBwHILZdp+QekhJHKko3cXlpu+UWi45uYUSbhzydyb/TaAlVRpy7Fm096p7Q5L3kP1svriWeP4gLR2fLjc0cTbUBhzpUq3wPOd5ga2tbYxG+yGpsMFoNMJ8PheidNtwSBtOo+qoawK55t4SmBGc22ssFkvs7u5hMiH3o/aweXjP2aqCz7HQC965cwdnzpzB3bt3TwQwmyQKSQfyPJaIaA1klPFdhQTSqqFJGdprjEFR9FqRQXJda6XWDJaS5r/Z7aEGzc06q5NxJ1335cbijFIKyqhQ+a67ydyFTBDMgaZ+ktJoYx3VVUEHICql4Py6m1TX+0nQk24a6blKNW5VXoBB1zi0uAzxnPTfLQ5VKXg0Cs2oDugQ0WW/w7eN43uSloqV9wKKe9GInDceX4504e/SbebcuXMwxmB/fz+I7WTgMYas71lmjvVMSgpisVgsAXjs7OxQYbxqBSXEczp/81hMJpNYAO/WrVvHflf5b601xZ9vcAVjlQMDpjEhQ7/KSOowgDKNCxJHFfGmnvoZd29u3/r2cIMmNi2Gdkr8+9HhyO8tvZtdBwFu3S5D7VhaBmHmOBuRt9EhbupDl3iZgppSTb12aT2XIBzv68iIhsidr49FytnyX8lZpCVbNQBoE+dHqht4E5H9WAPNN0jSSkGfj6UcOfVB+s0g+W194ZJOmrLV9/q9qJ/muu/WUrXS0WjUZOCp6tgX9lE8ijab7OQK0+kU29tbWK1W2N3dxo0bNzeCZFerqgr7+/s4ffo0er1eLMe86X1TiSl6imiDTBg3qZ/NhDXcvINS7BZENKaNjgYk4i6bGvb8b3m/SFNB1fPt0h5q0FQelMoMoIUfxE7KoO7aixiKUoqBqiN2LYQuYEr1NXIRthIFxw/AlfqolC9Q16zLa5TdkmNRKgAFXUT5MxHoxJPE6jxxcPw8zhXnPaXAkqApw/miTjbolhTLdaxrohdHVD+EDzxb7cPYKf6F9ZWBkLUGYMJ3HV2HOK1Yg4Be3D3YQDvA2h+D07yXbpJ/9r4xRm26R3O9gvfNv+PAh5BFgAxyJKYraJ2jyIF+b4jHHn0cmSkwHm+h3xvAe+DGjRuoqxqZyQFPDv9KlbHQ2WpVRkkk7RcDEutAlQKWywV2d3dwcHCIvb093LlzB07Me3AIC9fZ+N7M+WqtY+np4WjYsuqnfTCKJKoscJaNF0jbb1d+og8lNAVFeAXjPShDFOlQbWWRZcSFkk8meyUw990kC5GJeBQaIGd1QFf47CYauddvJ+VkH2rQDA4NYeGHg96D6o4gTHI4I/5ONYLIDaIRpeXfLv0bZTpv7pP6eRKhU5U8AlcnFplHzCHJxp/AYcZnOBe7yMYmF4DZekX+gUxEofSqDyVJU3G8Jd6AOEqO2ebxoqqZ4Vlg/FNQjotf0aINPYJSRtxXw5OsBSgNF9xKmmKtqoHIyDgKbsSS3o45CN8y2q2L7ilXvel3pbhUMIMla2bX59N7/jfPnW78QeOGwSqTxn8SYRRpUzGwVmExL6FgMB5t49y585jNFpgczrC/3KdyFs4iMxngdZgBA2c9am8DXfC70HP5WQyYMnyQy2MURYHVaglrSUrhssgA6fpNcP05deoUrl69ivl8TpUupxOcO3sO89k8AlNrPEHuN8Yr6FAM0HgVmEWP8OqxSZHaBf9dr1TM2ak407vSwq2Hc9I2EWys3mB9J3sfsEub0ZrKNG+QuloSlH9zdZ0PNWhyW+dWwl/fLstLu5aCF9nMu+LPU11KnCiQK5O0ZPN9JPDybijTtRkD5HkDtOyXxkQn+8nfowUxgJN0+4n9U22DR+rID4+WiMXXG0PiM7xMctyOeScQ2qQCOcKYA4KWRqRqRF86LyX8N4bAlVrnGuQcpq19bDNXSuAvs1zRd56DsipFnPQK/X4fu7u7KMuSRPWacl4650T6NRVo4Hi6CJ5bYzQODw8xHo9RlisotkwHkCXjVIa6tphMJlgsFhgMBsGJXmExp5LPrDYA2uWsJR2wzttJegs7bKry8Z42dWi1JtbL8FtpjJP+0FqvJwGhnKIh32ZVr601OTby2El8UO+n/b0AzbTxskkte/xv6x1gfSeLn8bSygJUlKDVr3GLTDis3JeRDA1hIT6/ayeUBMGuGNbaqC+U79GyqCsFpRr3kq78oqmSHQi1guCpvAHQejZ/N2Y9D+GmdhKRZ5Ou9MGbisDZ5a7StdjEtxZ+tfqUcDLMAUbgCHM+nU5x+/btCFBbW1vxeBqWK3WCx23sFL5YLHD27JnWhsBaKgKpHMZQUbWDgwP0+/2Yyq6qqugsv8lvMxW75SbtAaoAkNAT6x5NZlrVQlPmg8+VICnTzEn65kJqdV3DCqnw3hvgm9v+3oCmJEIv5PU1gohiZ/fvKeDwpJsQtQPdjtqg563XQZdhiWQkWK97I+/PO6yMhFCKIi90FspBdBma0CQkYLBl5bp3Dspka+/SfDQM2oatRsQ/WnfYxY3L43JcuK8tjkYsyOM44h/V5LxvAmJejJu4lKj57piboMCA96SXdtpDqSYJRZ4XUaS8ffs2bt++HaN+eNOVcdNAiMfO0pR+rBrpbmVJetDVqoyx69auaIPTjb48C8DlvQ9VL0fY2trCrVu3oJTC4eQQ58+fx3g8xu3bt9fGyjkHm2wgkU6TRCuAcKPSIYRW3E8alPjeEqgjlyp8Yfk8rtvVCdAdUp7svzTEHtWOQ19peyA+9ld/9VehlMK/+Bf/Ih5bLpf48Ic/jNOnT2M8HuP9738/rl9v1964fPky3ve+92E4HOLcuXP4mZ/5mfvOxNIZbSK4unQRk89cM0gS5LoaX+ucQ22bio3y2QwAcVcU90tFD76XnKgUbPlaKeKkRCo5TQZbmQDXB11l/HcHwbGONPW/k+OV6ntbRJYA5nFa530eoKXjKNumDeok91nfaFQrYYXkjHq9HobDYXAJqjCbzTCbzWJ6Num7u1qtYkby5nly019vZVkFIFFYLJYYDAYACGylhkMpFetRcZb50WiEXq9Hz/LA9evXsbOz0yr3zF1I573FefrG4wNopBga1zYnyWNT13WoCU8O/3meYzgcot/vk/dBrxeLyjEQSj1uF5100aicv5RuN7VU6jlOu29O83Of+xz+3b/7d3jnO9/ZOv7TP/3T+L3f+z188pOfxM7ODn7yJ38SP/IjP4I///M/B0Ag9b73vQ8XLlzApz/9aVy9ehUf+MAHkOc5fvmXf/lEfUi5wmZiu7keAhJPr50AawpqXRwTeTI5ACbujm2Rth3G2CWeRM5GNa43aQYXvj5aV4/i8gJhSmuofDb3j/vaBlzSPbKFXRJpY5xpK9jjX+/g3Toofbu2lDNJN0l+5673ScFWqZTbaW90DBIyOEIm7vBBvxkjZcTxTUPoPWJSC6U0yrLCeDwKtXLKNa1wTHRhLebzOUajEUajUeSA9/f3sbu7i62tLRwcHBwJGq314D2cliqcJmKOavLVkTM0iZguDa+S22RglUzIWlaje03whj5LPf4b1e6L05xOp/ixH/sx/Pt//++xt7cXjx8cHOATn/gE/vW//tf4vu/7Prz73e/Gb/3Wb+HTn/40PvvZzwIA/vAP/xAvvvgi/tN/+k9417vehR/6oR/CL/7iL+LjH/94LA51kpYCJx/r4pycc9GdJ8hyxG0pKq7mrEVdETdpxcdZqrvMVkAbFgUnR5VJZgEWSdp11FPuM+0XxzGnoYqc25K6vM4t8vV831S14OGPvLZL1GnE83VOY9NHtuPs3EdxfSdtJ+EUNr4vHPmVhv/ioMfNtZ2Or/kQIJZlGbkp9suUNCGBOr53HF/JXTa/0XXNbwqcEchGt7KiyJHnJnhUhHsHUGZDj7U2ZFUaRN2mMQa3bt/Czs5OHIvWg3lckc5zw8HyezbSl28BIxsz08JmMtAjZUy4LylobmS/m86CPdyYm+b7xne5B90et90XaH74wx/G+973Pnz/939/6/jnP/95VFXVOv7ss8/iiSeewGc+8xkAwGc+8xm84x3vwPnz5+M5733ve3F4eIgvfelLnc9brVY4PDxsfQDikuQAR2CAhlZZ/MBrkLuHATy51SB8vHVwVQVXVbBlhXq1gqtqwFKyYeU8YC1gLXztUAcnZVvVgPOUUcUD3rL/Xgats7DITPi3iYtOiusMlnIxcSLbaEVUpHtk4pFJRHjxcF8ybWJ/+N0AFVw/yNXKeQfrHWpnYRM925qzfWiSA21E0nXRic9rc1XrCT+6NrTjtvTadEHLvhy1UOSGQ/RTw/sK3vPfClA1lLIgzyh+lgP531gobWEyh/6gH0VlBhLmwhg4mCEg1xrW8Sk4q+Ad4J2Cc+Tf6yzgvQKSj/OA0Rm8oxRzVVWFIAkOwgVF2ADx2Uwns9kMo9EoRuAoRZZ0DvuM0hItIHgFohNrYQPNWM+uUM348/sROLaTMTPHyanwZrMZFosFlssllsslptMplstlXAPMtSpFcfScyo6DQlKOMdJemHqFsOU4H9zpQK58Yk7TD298J2knFs9/53d+B3/5l3+Jz33uc2u/Xbt2DUVRYHd3t3X8/PnzuHbtWjxHAib/zr91tV/5lV/Bxz72sbXj8l3b4lObk5ILO27yYnHLFhe2iIPl8wwokWq667EIYoW/4WbRrkkW3Lp34qbBHIwNztRICqsxOFlro65I7vLxvRJ6cIJ1SXdbft+UMLt2ZEV+OBuBr2tc07G53ya5k3u1TeekYN802mik+L7OhRN4sk/oaDjE2bNnMZ1Oo+sRW8xZh5lGiLW50DCea11NAIIRjYK4sVyuMBqNoLVGXVkolUXjCcev83tw/PpoNMLdu3fj8w8PD7G9vR3j5PM8X+uHFHWts1S9QMx9TN6iZCBHQ0eSniXQsojOwMjjw+oNTq1XJfXK1zdBjzVCb8/2kT+/qaB55coV/PN//s/xqU99KlZ8+2a0j370o/jIRz4Svx8eHuLixYvx+6ZFexQ7nnJP8l6prrKJdnAU/KLWU/dLUlXB3wAAzkBJREFUq2iXyoCbBEu+VupB0wXqnINXJlaj5HtIcZ6LTsk+dblT8fO6xoD73lxL5Yy5H2vgeATHKEWirj58s3SfJxHB0veUm62c5/TjnENV0/iPRiPs7Ozg3LlzMePQarVq5a+Um+aDNKWB5XKF7e1tGJOhKmtoTb6NxpiY45QBuyxLTKfTWHSMf6PwzG30er0ozqfjwo25Qdkkzda1pag8tD0l0twLcv4lcPL4lGWJ+XyOxWLRGJBsLSLl2jriIyJg35R2ItD8/Oc/jxs3buC7v/u74zFrLf7sz/4M//bf/lv8wR/8AcqyjEpmbtevX8eFCxcAABcuXMBf/MVftO7L1nU+J229Xg+9Xm/tuPPrmYsAtAHnCB1GFxeYGlBaIGYbA06XJVwZCpdgQpAGlnVRsluvlwIZQFleukplsKU+7TvfR45F17vHcXRti2hzv6z7XiDVSJdOSr5H+l583/TfqTSQ9i9tm7lHQLJJcmM66p7p89O5b7tidQOnFDeVUhgMBjFskY0ckmOTm1rTLxrZyHl2NLqOxp+Az5N/sKZNjmgz6N6TLFmz2SxaqrlWOnN8XDaXOVoejS76lE0+A1pBI2ttEJJmUwlQjrW8r7W2xWXWdQ3t2vPT6sc32f54Ip3mP/kn/wRf+MIX8Nd//dfx8z3f8z34sR/7sfjvPM/xx3/8x/Gal156CZcvX8alS5cAAJcuXcIXvvAF3LhxI57zqU99Ctvb23j++edP1PmWde0IrhJoQCUVk6RRRlr6+BxAWKPDf9JlhBX+KWDJJLWs05KGnhSo+BqZxJZ39jxk02E/Nsllcv9YLGN9KIDGoMVRFR3iOD+7Ww9Zr/UxBX15vZyL9J265khuAMflCo+a467zZL/ST2tjSjZLnp8oHoo+pqqV+WyOyWQSj81ms1iVUt6bx4t9OtfnYX2Dkufw3GutKa2fIt/Nfr8fsg8x+Kso5vI9KOySfDrJv9MGyztFDo3HY/LWANaigrqYibYuk/XyqpUFSZ6bfuQYMuhKSzxvOHy9HEcej6Zf68zCm9lOxGlubW3hO7/zO1vHRqMRTp8+HY//xE/8BD7ykY/g1CkqZP9TP/VTuHTpEt7znvcAAH7wB38Qzz//PH78x38cv/Zrv4Zr167h537u5/DhD3+4k5s8qqXW4k0t3S27uDGgW/yQzToLVzpo0yaMaOQwTQYX+ZvkZFLgZsKUohFzSKznzEK9HdZfssXe+7bSXS7OaOBxChAhmumOn4JH8xt9jtJZSi6mi1g3AVvXsW7O641rR20Y8rcuUGZuswvwvfcoekWMBqrrOvoe8uaWqjCY03zQxpv3zs52BA8Sg5tACUmDzMEVRRHphUXhra0tDAYDzKbTaFQ6bh/iv+GDsbHtisR/03BKuRFx1idWPaXG3XS82jQiWONvQnvDI4J+/dd/HVprvP/978dqtcJ73/te/MZv/Eb83RiD3/3d38WHPvQhXLp0CaPRCB/84AfxC7/wCyd+FjtnA4i+mWtNrZNAswBod+wWk+INWtdKFwwJjNY5aK/XrN/SCEAWZw9Km7XO7cZneMq7qBQlqHV+BR2esVqtUFcVnG8SuMpdXYqTCg0YdSVrBtZBk3+nhZ2qEKJ9Eux60vT5wUAzff6b0VLjTqoySYFS6gSPEs+ttdjb28NsNovRQEVRYGtrKzq38zN5o+sa95M0HxzaKUooR5bn8K7RH0bQhI8JQ7SmTEfD4RBFUbT0nXx8tVrBV5sDTVo9Vqqp6AgP7xxssHhLSzh/JOcLYI3j5H5L7jUFzW6V1lrP3tT2wKD5J3/yJ63v/X4fH//4x/Hxj3984zVPPvkkfv/3f/9BHx2qHuqQ5Yyswj5k//FKScVMc01wQwjwRzAQi1mSRdR7BXL8jlfRH0+EmsaVsy+lqy1lEbIuOgCTAYmyH3H2auspH5DWCl4DMIrS/QeA11rDKA1XO1hvAW2hTeAaygreO9JzKgUDBeWp8JTWrEBAyGbkozsGvKdsR6ohMh/+H7lSyA0FIbQwSWvjFbxTwYDbLhWcbj5d+jBeSK153LgI1k3KR4vk7e9dz5HA2cV5bjruoqsgbxzkxua9RlVS9A+FVObR2MLXsqjJHwmaTEP0zNSiTs9hPSbrOxFCOinm3QFeIc9yVFUduEwHThunFWdkos2UVQ1FUWCxWMQNfTabYWtri5zzE9BsbbLehZwdjUSigg5VaQqzTCVASR9SZJd648bqTx8Z2Rae0pCCR5sb7vSiSf+ezOviqPZQx557reDZn9CzTggERABaQxvGySsPFU7WnmAjnuVJxJDn88SS+48HAmfHojPv6DKcTPokNhwJlTVlYrLWUpKCXo48o+zf8dHWRx9KTtphspANiTPJ6+CP6T2UVxRnrkNiEOfhlSPuWys4AC5sIi0gUW39Fb9vM3YmZitq3kUBjsaxm1jbx+QYxKm4J9H6jdzDgxD8JlWD/F0+Qy5AW9OxaAGGh/cW3gF1iLq5e/duDJ1kQOLa5gwSg8EgZnxPa0bx3241AvXD+xA2ycccUFV1DN1UYTPjzVAp3uAaDrquKbXcbDaLz+G66GVZ0tpQbZ/ixp1NBX2q4g7SRzdx6V3Jr/l6yXXLDZfzfvJvbe+PEFAQCLZTfbBhXj2Hdm6c9ZO3hxo05SLYxDXE34TkvcZVKPFvNKIZ3ysqsylODCoJ95I6G6m4ls9R0HCqEZ37/X4slsX3Sd+LuZG6rmCdjTswg7XUq7EuSCrtnXdw1kOZJuyzpQMWoJmOl+cNRa2DjfMe3lpArWe72TQHskldKPe3/XtaEeZ49+1qqdh9P817Ej2lTpjnjA18y+UyZji6ffs27t69G+cwNTzN5/M1lcpx+tdWETQ4waL1YrEAgAhGLJ6n/S7LEqPRaE0sns/ngAc0muqn8gMAmWoK5rXoO3zPsix++BoZcy/XFr+TpAEe1zdC50vtwea+q/29AM2uQekStyKr3wWq4t+S0KVxRWvAAvDORat5o/9rwtb4fi2/NAUSkX0T/+29j64VrOuSgBjfzzlK7Cq4wU36OGlkct6hdi5ERbSrSMb3jQxDe7y4FIaMZJKL3IVVexRoHqXnlKC59uwjaPxe3GL6rPSZm845kgMN3LZ8f06QslotgQBEt27dimnhsiyLYCpBkcGNagZVyfxtZJgANHkiGwAmwbUsyxjOLDciaymPp1aaasyHtlwuo7Vcen8QjSgYZToztANUOVUFLw1p2OEmdeyp9LLJl1hu9HL9iVlqzdWJmm+4TR6fB20PNWgCbdFSJxygdFUAGhclpdrWX/5NTjJ/ZGE1DwWfTG66g8qdubWDOhd3aLYOpufxYpTv5pyjKDqsL35ZU4X7KXVpzpLjNa9E1qU174PIZUvCBRqNomzMwXh2MVFN6jPuh3zndTBsG1r4HNmnNcNbAmpHLZyjNkN5zibOOl3sXZsp0xTTV1lWMbggz3OsVitMJpNWDR4OsbTWotfrBbHYw9p2GC09B2vP5Pdiow31FaHqpEVR5CjLsiVOo0N64cacXJ7n665PSkXGIjVQch+Ynrhvkg55jFL3N3k+0zoDLh8zxqDX67Us6zw2xPDcB+BFuhKMk9ys7wOHH3rQBNYND9I3LP3dow2QqUh+pA4uDLLv2PlSUavF3SpFBhTvIlcpU3KlLigMTrHvHSIyvydfx24l8mNdULZr3QKmRh+FTlErbXJDSFUi0s8uHcuuRZeO6SZuVLZ0fo9qR3KMot/pJ32v1n0U1t5Z+igulstYTkL6FkrxnJ/fZQyS5CX/0jg0G1HbQMLGooYOWnp1YWxJ34eZgV6v1xLp6cZo6UP5E/WaJiTjFi11F+vSa24ad75GcqEP6lmQNiUHFR30dcL7PdSgKXWLkvsD2qK7dPuBAmxtW5PcNZmp7qXz+YIgeLKBBsCYcAgANbxrQDx9TqrXa4k2CvCqHWomd3XJacq+MWhKUSveE4GbFFm4W++WPEdyO3JsmatvxDvdes4msOd3PEpk5vdIx/yodhzQ7HIfOrq1XbTY3zEafeZzOOcwHo9jVJBUZ7Daho1Czrmo/07VEbL7DIoSVBoVkPCPDPdhkRlADGqQACTHhqOAWPcpXjV4dnTkWGV6sLY1ljzPDJYph5ly8Snd87Uywccbp9Nst07APCFqPtSguam1xOJkAUaxFOvcg+R+OheuJ3MlhxC6uiYCggAAwS44awmwlAqpuxoxWYJyl7N7K5mwJ95WKtbTfpPfXuD8gsXdWbdmOZXXAWSg0kpTIpJW83Fhkm+pCq9Gf7XSIOuxg1caUKKOpPdrUk8qXsuF1BaZWbfXTcnHAcXWWySAkf7t2iBToCcBg7g+DzLMzedz7O8f4NatW5hNl1H0HgwG6Pf7MQpMzhFzl9Ij416ALblN4iplQT7mNJt3lLQlJa10bGSOhLVxC9yk1iHlnCaLOayFFZyvdFSXajHZUj1mlyTGgN/yL32DOE0FYjhYDj9KPXPc9tCDZgo+kvPs4iiUUtFiLYkrDdVKOVj6hHycSkH5BpRd+J2JQ2sColwrskR6B+0NfBCbqqpqEbfc1WU+TV4ECiokK+BkyL5xOXI+AjOA4G5EblXkeIyWOLWmfrDkR6pAvp1KaUp15z28qqFFWjsPytyttUahNKqKHKfp/TS0oVBT1wGax+HsmuPNIpZ63+OI5933u7d1P9XLSiAAPJyr4byF9zWqusZyucJ0OsOdO/u4fesu9vf3Y4IJgFK08XO0pno97BbE79Nk9unuv9YNaGoNVFUpwmv5vhZKNXpKTgnH94+eFK7NmUpuLuX4axsK7SmFTGWA1rAd48fXSFDk+3eJ5fybXK+8FjiCijlz6bb3IE0pFeh/A825k4PzQw+aQEOY3UDX7FzMkaWxzlKnKMVLoHuxS5E0bfyb9+Swq5RCXVWwroaHbnGMQLsaJRMz77yp4UYamoB13eyaOK2C7ksAQBdwyQ0kLi5FCTsi8yyMZ977aLFQUHDWwUKoHoR+nTcA+ZyuMROzuRFE5Hx3tVSkuxf3kIqQR38oIEKK5qvVioIS0IjtHDqZhgLyJsnx6G1J5qj3bOaGq1ceNT7E2ZGxRoJiel/uVxcN8zVS/SNVMqmus+lrd2tJRIIGUnWSBPg0Rv2k0Nnc+2jviPvhZx9q0GT9iZx8Xvgp0bcWe8J5buJKN31SAtIJJ8cfmcHbeQ3oJkZccpm8mGSSDilqyXtz6wI+2Q/pwsERIV3EK99binT0wPX3asR60tPys5lrMsY0ln4xTmmf03dpnkN3v992FHeZNrl5Sk5I9rUZm2YDXi4WmE5nmEwmODg4xGIxj0lzZYIPOTb9fj/6dcZaPfdo6Rg15TOOvkbrZiNuzZlQTaQSTdqYHvjfcrOWNC5VDffazNaknLV+t1MftnWyD8ZxvpHtoQZNVjynBA+0LbtAmwCNuKbFmWEdXOQ58lwZWysJT35vpVtTDRcsd2i2pvN5aQIOfi9JqCnXK9+vBQJs6ffte6RE27XBAApeuH3IRUM7v0ZaOTGOdQhtXTt+QhE7PT995/Tc9JyjgKmL6+Z7pHRE88b/pt/ncwLNa9eu4e6dg1hel8VM79tJWJoghia89jjAya2LltPxYP0hqYfaKdk2zXmqlkjvL2lY0rY8N01QI1Uqm8ZbcrspeLczJwFo5Tz41reHGjSBNgckiUe2NpCQjpGPp+fJ8yXQSK6PObJUlyMJh79Hjg+aDCbh/gyWUnyT2duZs2ACk8aftHKnJFw+x1oLjVDbXPQlBYh0AUixRo6BHFulhPyNbrCBbnvVpWApn5XOl9wg0rmRLeX80+NdgNi5uXS0LqCh9/PoD/owJouW8NVqifl8Ec9jMV2+iwRRqc88qkkgk//eNB4NWAEyR4J8767r25x+V0KMdYmNgS4NyJC/H3U9P4v7KLlYyakrpQANqjCC9mbxrWoPPWhKbiw9zkDRErmcA2z3oupaKCknycfSZ0jwlkDYiP8GXrWjJVKOUYpELKbzczYBeou7SHSH1jpY5aNvapeFuAugAMJE79Z9OxvdcRs4uTGwUL2k9Qik4zy71Y9O4Gr/3sWFd4HiUc/p2jzkPXn8aIEbnDp1Khh/loBX2N8/iDHmHOXFImZRFAAQuNEmX8GDLn7aLNfFa+KGuyPbjnvfru8pcANNAbd0A9y0uae+o8zJSslKGmWbMfrWAqVsDzVo5sJYIlu6WFqhfloDOqRKYwMRAHCoXAIUqTjMQNXlx8a/8bMaDsxDwUUdXyQ8RentALHYY1qiNlch9Z8S3CURr+tlHVx4jnR1OQogmoeiVQtGNtqIuM/s+qKi3o9qGnWDYdeYtTmo9XmWc5mKzuk95fz7UAhMPvsozvKoMZEA5KxFr1fgzJnTuHPnDnlE1BWsbbhLuYkNBoM4h5wz9o3yQ9wEhrK/9wPOXUxCSoddG3g6P+nakMZOCZqpC9M6QP8f0HxDmuTseFJSPzG5EKLuxVmo2gJc5dFTjkvtHJAFUd9SBUrK00lQRlncWIwIhBlBAwC4JLChbEkeYDC2tobXgeBcm/uJhK8UAIrgMVrB+aD4B/nMSeMOLwRW9gPtzYL/Gu8BrZBBIYuuQ0G5byjGuBvEPPl5Jv1s/k2ZmHhsAA2tfUgdpuB9Y+xKw+U2zY98j/Y5zb/ZWk3nAY2TNxlr5OKSt6G+pFFT5IoiF6ikE76O+syZ0yssljPMFxNU1QKjcQ+DgUFRKNQ11dyh8MaGNrXWsQwG02iXWuGkTY4tx5EXRQGtKYSxLEtyQXLra4LXjgR3ed8uCUvSlrS+M03KdG9dmxiDprwPnyMlktRqD49YohhoxPTjtTdeF/pQg+ZytQI7+/Ikbcq8LonDWoojN0pBR1G2qbOsFfkaaiT6tlDSVxJTKgZGkSLqdkB6VB3yZwan8YbrIU6T+kfuNt6HNHT0hJbYnuolN7kgxcY44oTnAIgINy1aBtaU21gT2zRCjk4Ce4omAVTk3teBPOWQuzhm2fk4hhvaJi6KaOLo87Vuxj5dXJKb4u8Al+gtoTUwmR5isZih6OXQBlguOSQRgQNvuCuZwT9Vk7wRjfsZ48DFM7XSG6+RmwUf69pE0r5K7jHdYFI1UReIpn3YpLNXSsU0hCcDS25vfGTRQw2a1lqookleugk400lg/YlM5aZUo5x3rglza7fgNB6elyq1U78/vk+WZaQSQHOMFxD3J03k2+IYmdv1beOU1Gdyv1tiDV/rBQAEeZrusXlsFdq7fyqqdomwcTFEtUO3SMfHU7GtC0DuJVquc6UnW1gN3XSHscrv1losl0scHBxgMpkEI9AKh4eHgAeKIg9D7mFtE0jBc8TJKLrFzwdrLGHJUESpG3xQdcAmddTaRiq42HR98KeLDtin2fvGl/XbtT3UoNkretHlqGun5GMcnSF/lxPXZUSS4kTTPODbRbW6iIGvYVHJGAOnPEXvCKDj67sIkvvF7j9aiJFyR5dgmy5GFm3Q0j0BSiZSSHR+DQe8bnFeF1nbiv94H+Eiko5367wN4njKiRy3yY1Ivse9rmlEzOZ4S4fpGsf1xWKByWSCGzdu4PDwELPZDGVZoixL5HmBumZfV+qHLJcrN1o5l/fq33HfuxGXKb/CcYDyOM/nEMej/Ib5e5eoLzfO9NmScWAalnWV3vRGmqgTtYcaNLVu53mU7jEMKpt0NjIbDU8cE3gXCDpH4Ybeyuevc5bMwQKJcQEN8ck+psAhj/GG4CygtWlxflxagblWXiBSsS4zKVHi4BrwGgYsxhHFMNHy+aznDS8R34XHKwVM+VylFJQ2sI5ERL6W35GvT8E5BVQ5V13H5Ryl/5bPTK/pUhHI3+VcyH9nWYY8z+MG3O/3MZ1O43vT32bx03hRZBfXPmcjiLzmqHYv0OB6U3metyzkWmtU3ka3trTJzVqmsEufK6Uy5pjlekjVRtSnzTH8XVZx/l3SUgqa9PfNAVC+90k254caNK1dD/NKRXWg21IpxVugmUi5ANMM0soDyNYXHn9kdpf0d2gFiJC7Ls6yS/Tx3gdROWu9V7sEQdtpuAXACJE5AKKTu3Nw3sGgW98UxfiEA+a2CeA2tbRv6fsfJWJLYOka8+OKjffqe9BatPqQbp55nqPf7yPLMkyn01YcuXUWziIAZY6qWrZEeum3ueldH6RJ4w290NHnpxuXbPJYulFKOkn9KyWI8jGplpHMguSMJS1/s5uijp7omocaNNPFkYImt5RzSMXoTQs3BV+gveOlC9RkJmT/kSFvYeEFSTjtmwRB2WSUhVNtTlMuZsldM2HKEq1Q5MbEz499RvM3tcp7T0lIjFq3oAJAl6h1r7bJFSVtXQDd9XvXR3Ja9wLNo0A/vRfQ6Aq3trawtbWFoihQ13XkNsuyQl1ZOAcoRZVAB4NBi/Pf9C5vRGNLejQEHXEuv5ek0bbXQaO2kj7AKQDKdG5dY5puxJIxkSqLrgzwb3h7Az2WHmrQ7NKRdYnj6eRJw1CXslouGMlleOfICo1uoG2lyoKBrVzEWes9OOowcpAJx8gELIkRdDmkyxH3Wab3kiJXURRNvka44P4UDEC8swenaCV0j3KMugQiCUbScJOOBf17Hfg2iW6pWN21Gcr5PQo0uyQN2Q/eaLpE8BTM2T1I/ra1tYUnnngiZmg/PDzEYlGjyPuArzCbzeE9SQb9fh/z+bxFRwwe92NBXwclhGeZFu1433CCXff23qO2JWZzB1vX63q9WDTPwboaZengfB0kqQxa6agWSqWdo/os+5TOU+q6tNZv79dw7zjjRkEYR1k8jzaIdrWHGjRT8Y4Hvyt/n8yaIkFK6udSEaRLn9ZS5Ivr4oK0FrUn8ddrAimlNfKkPwyW3FcOHZM6sYYbbu/wXYCSZsvmxu5TKgBmFIdUWx8rgQsAlA7x41LUFwDV5QLV3I/6LMGOn8N/U/G367zWe3QAYheIplxR2lKurwEzMrhJjpv7IEVLpRTG4zGeeuopLJeUR7Nc3cJcl7B1CQVD/qBGxQQe6fuk731US8dENqJXFbleCWLO2Q2gyZ4YLviTYo0LY9c3KmntYZ2CryyU8mQLVU2hvlQvmzIx8n3Ttil/w3K5bN1Prrf03sdqR4Lm8W/D7aEGzU2ti6NQSrUMHemOL8UQad2W/ptdonDqX+YSgOZnS5FEcpKS40gTHzTE0t4NJbBK0JRuG3EsxPOV0dAMrCIpMrc1vW4H15eOc8pxUlsHdvm9lchE9k+c1wWCXaCZnpseT5s8JjdA+iSuXuIaKb1orbG1tYUnn3wSi8UCi7nDclFCQaGu9+O1y+WyZdRgkDkOWHIfNp3L85xlTUYj2Zzr0MkfizPrNrq1+7TZIt5VVTWVKuTa5PUmLfPSWHYvVcrx2htrRHqoQbO2NQrftkh3EWUXV5Nyo/KvvIYnWMbIyomUVms52dwk8Eq3jbQ8hVzwUowjY45BGhF0FFBIThCA4IilP+i6TnJNaR+imY4SdeV4yedJlE+vT3WzRwFhF3Cm85nep6tPm/rSLGLiwLoiVqQEIvtz9uxZLBZLLGYOB/sTzGazVpExKTnc7+LvomXZoiEq5fjERs/nneSZ6bvH52tNDnAd0sC9niMBk8c5z/OWQdZ730pC3MVlfqvbQw2aqaVaEqZULrOrB5cfkBPFQCE5ya6F27UYZcU8uXPK86R+lJ8l82ZKEJbiuryGcqo3gJH2M72Gm43lNiiruskySosHWlRKgAHrqOJ7Mmgm7yy/d41N/O0IY8xRInbX/VMDz70+kg7S+eC/Ukyncx2s3WwwTK3TDFSnT53CaHQdw+EQZ86cweuvv94KJ2RpJgXNlEu/n+Y9vR8XdZN0IIGHW5R89PF5r7XNkf8KhqNrvfDzUtXPUX6qPKbMfEimxbSe/q1tDzVoGt2AYtci49/qum4lCUhbl9U1FSGKomiBo8zWIrkdpVQLjIG2jlSptnVbiuwSyFsAAQOgWbBdu3nKSctnK61gBJdpo9qAav3wu6fv4XA0UG4CTY9GfypBTKo0UoA/arM67nM3AdBxuE9ekF1Sh+SEWPWiFEWx7Ozu4Iknn8Qrr1zB9esEnkopHB4exg1O0knKtd6rbTpHbrLz+Xztfq0Evqq55n5AWm4eNSwU2kDcNScpI9O16XE/JU1I7vhBNpQ3sz3UoFnbGhxbylzbpkUlgZEddVtuPa5JH8fiuKwdBKzrJtPiVOmu22Ut5sUGNDs/gzLfa424PCn85b3v1WK/6AFkKDJUp0hrYjWU6jaasPieVlZJN6aNVmooKNP2WU11WJtAcxPXsunfxxoDdTyjS+sdEm5V6twkvWht8MgjF/COd7wDN2/exLVr16CUQq/Xi5FCEijlPZmzks/seofN79dtxAMAK8HnATk0ZhKUUsgyE0NkgbbDuqQLOefS8T59T84xyoEcbTeob8/2UIOmcw4qa/t3xcWmNUxmwt8sWBNDEgffPp/vxaKB3O2Adasvc328mGQ9H+/bWVq0piza5KOpoI0BBBGye5AEhDXxVWXg4mbAutLfAwEE+d0V4MMiDWK4DpuEi1mJ0EnkcYFrCitMxbEUNCUgiFGlUE0GTeeiV4s8L+VsN3Ej8rnyGjk3Xe1eC++oe6RSAs8XAUfWxHprA+9ynDlzGs8+93bM5lPcunkbeZ7HwmZdah/+26UDP07/aVP2KMuqxSxwkxzu+n1OvoE0Y1BTAo2kL947wCs4Pt83BQe7mBJeG2zBN0ZEo3UEoxwpmt/jdVJnJXXEt+O0hxo05aIFBOBkBl4rVJyhPUTFeEOTZgTXJsV3njA20nDsONf5UUpDq4aD0lqFSB1Ot1ZTETOlYfKcAJot3wpQAd+99yFdG6CFWILwPerB4GGUhs4NjM6aHd/oNeBocX7h/YwCmP6UNvCeMt6w4Zw4zaZ0qvcWWhsoZQCvIicjuQQWpSRotlQBSgWAN5Ecvdbw4CqVYREnIMktNeyk7SggSTl9uViZXuRYyQXMK4+vk7pm+X4ygiwa9ewKg1GO8+fP4LHHHoFzFvt391tJX1KOK+1nuhkcr/lWDk+pl3ZBSpLc/v1wbyl3rQAo3cAGb4aev3ndMh4SPQLwHrWtW/BlrYtMA9CMM683fq7WJPXcj4O6AuCVjWoKxcZNrUKKxvUMV/dqDzVoptyAJDrrXRxkrTX5lznP7E4kJulSJHVuqaEIAIzOIsjw8xjIOFM3X59mLlIasL6OCvrUGgyg5RLFagQC1DZ3maohNqkHVGCr0+PxuVoDps0tttQWCWhK40aXT2izSCifppwnrz2ljPO0gaULq2te5X03ta7fNp2fgmD7e3df5LUpmDPNGKOxvb2Fc+fO4uLFi1guV1gslijLunWuBIKTvM9xzpW0CyDmTF0//2jkuefzvQe8kMLWfko3UNFHTYDa8dQ4rqlKrH3OEf3e1F2wuOSbE6P45O8LiB9q0JQKYxaTs2AhdiJpKQOftRbeOsA5lGXZ4jalJZwBSKaKk3q4lLuV0Ri848s4dAAt/03ukwTVVETnv/RpiFFe08W1tK9T4OJnqS6RuT2v2uMkgTwFTf6kfVg7B5TZPZ0rHzhNl3Ii98EB3U9LQattyOt21OeW9lcCKCdG1lpjd3cX586dQ1lWgL+Ow8PDSEcSpLu46AdpfM+YpOWEOtzjP2gz6Hvf5mhbGxSO1kUrRfQpmY+T6qG/We2hBk25uxZFgTzPyTJdZCSOh/NYdwQQeMEr5EUOLqnK3B+Dn8zo0oodFn58XaIfP0u2yMl6i9qR2CGt5xJ8pC8n188m96gsirXSMT4Vz1NxVxJpytUCATTQFoNbhOqxdv817qFLHwgPLiMrr4+gkaybe3F3D9K69IUSvBrQ1BE4u3VqTUvdy5Qy6PUKWGtxeHiAyeQQWmuMx+NWFiFJM8fhOk/W1nMIUN/eWPDxQoze1Ad+LrAuDaY620Zd0laXfTu3hxo0maMrigK9Xg+9HuXXNEUGZvDbeitEBYyMlmAg4u8MauymFMVS1Yj00pF9kyuFjFvmnZbTi6UZkaTbUUpYSqHl97gJwORvDSA0gC6NGUqpoCAX3xMRVHKaa8ap5PtRBgx5jvOeqoGq7ufK9kaAprwX30+CJ48Z0PRDAnwKoF2LHgB6vR62trbQ7/fR6/Vw/doNLBaLKAHJ+0lQk+PzIM0YmRjbReu5MeaeKehO1o5w9fLNOelvm2DWWhvXgwwU+WZJH/fTHmrQHPT76Pf7MWVXnucwmYHJc+iEK4xE6x1cALwUYDhnYkN8TbIO1i/aup2YVi6sRlxrdH2Ro1QKJhCHvEaCJIMb77T8TL53KoqnnCMfB9oJjPm4BHgoBQ0FSHFcgJfS7TIH97JqN8axoFjfEO9LKiW1BprfitYeOwHscpPtaOtGJKAoeiED0jbyPMdoPIa1Hsvlcm18JYC+WeoJyeEdpXb4Vjap1uqqQPDt2k6kWPn5n//5NZ3Os88+G39fLpf48Ic/jNOnT2M8HuP9738/rl+/3rrH5cuX8b73vQ/D4RDnzp3Dz/zMz9w3O54FcbwXwLPX76Moei2dGxOntS6IvHV07gYAqCZuu9frtRKtAohcrNaqZWGnCW9badkKT3Vk6FOWJcqqBJRqifzSAAUE1xXfTmSsVNCXChcnKUqn34G2wYGu92vGLslRpXrMLnDcpM+T50sdbdd9N32+VS19/6532tQkIDVGP43hcIhTp04hyzIcHh6iqiuSKJIyuzzP99ACPFDj+HDu58kuPuLzQDeQXxtum8av0el/OwMmcB+c5gsvvIA/+qM/am4gsoP/9E//NH7v934Pn/zkJ7Gzs4Of/MmfxI/8yI/gz//8zwEQ2/2+970PFy5cwKc//WlcvXoVH/jAB5DnOX75l3/5xJ3XeYGs14fOMnhtgkM1Vd8ji7MnztByAgMP6zy0dlR4yltor1H0CuQZ6Q1tAEYPD22ALKNK9VVdk8uEJ9cZB0v6HfEfqCgFvIKIwmn8OZ0NXKQKlnhlYglfQKGugs9ayMtJnGzDtPEi5X8DaBms5HH+jUGYCTGK6AiifEdQAKWOM3DCStqlx5SgKn9T/LeDm9QKcK6piNkFovLvUaLsScXcewG2lEiOaimH6FwNpYDBsIdHHzuHZ+4+hf2DO3j1yhXkBVA7C5N5GKtow1ZvPCiwFEFqJqokepLkIOJGYIMzSSTt+b03l7VpJ1BQQvLxijIxaW0AhbBmXWQ27qVXPklTUaWgGsWBb9ylTtpODJpZluHChQtrxw8ODvCJT3wCv/3bv43v+77vAwD81m/9Fp577jl89rOfxXve8x784R/+IV588UX80R/9Ec6fP493vetd+MVf/EX87M/+LH7+538eRVGcqC/D0RZ6gxGsdShrB68stG7Y+7oKQGkBZ4MPGRRqb+FC3QrtNVzpsKoD1+BZpCYdp3Vs+SRiJxqk6pLOhhRwnrbPLCuiDos5wEb0IE7SmMZVh7mNpixt4FotgbK05Evil5EWqagPtLlf/t4ifMlhCW61bQFvFksXR9s2orQ5BBqi4zlpp3rLtK/pot+oT7uPtuk56XjLsUwTvdAccmQYMBj0MBoPcPr0DhaLCa6+fg1KOWSZRl2zsUkBxkDrNw48ebNjJqYWCS9OfK/Wh/xu5XOOvHDD8xQ8NG+WwQWIaIyrghJds2H2jWr8jG64V5t9lY5oJ/Z7+OpXv4pHH30Ub33rW/FjP/ZjuHz5MgDg85//PKqqwvd///fHc5999lk88cQT+MxnPgMA+MxnPoN3vOMdOH/+fDznve99Lw4PD/GlL31p4zO54p/8AMD29g62trYxGo2QZU0lQIDmjkTmxmjjXAA9ryhzkMqgoGEtARXlrdRhWDScQ7zGexU+DViwWE/W9jxGHrCIx4YqmSAkF3pNNihJnaZ0j0p1O1K0ZzVAGsGUGhtYhSBFT/5INYZs0TAlwDLVDd/3x6XxGevtuBzfN0vc79JzdgG9UmToe+KJJ3Dx4kXy6CgoZLaqqtb8Z1k70fSDNjm3xmjUoRQH0F3u5UT3Fp8TnXzEhaxyMsYgz3LkOYnnTM/fzu1EnOb3fu/34j/8h/+At7/97bh69So+9rGP4R//43+ML37xi7h27RqKosDu7m7rmvPnz+PatWsAgGvXrrUAk3/n3za1X/mVX8HHPvaxteO9Xh/j8RZxmmUJa2sopWFtjdWqRFnWoY6Qh3PsR0bZe1j0JULPkOcFjDbIMwMFVtITZ+A9YG0N53xInuEAtjwDADy0oggHr9vAmS5oBj4ALd9MoMnAzeJ2qseUMbkSVKSuNH1W6ssZrw3/lrpf/i2Kn76drDdtXVxwGA7+X/uZfK7abBk/Dmck1QNHcaXHvc+9Wrqx8Hvw3KTier/fx3PPPYfbt2/j4OAQ8/kCS5SA54qUvjXPst0v8EvQVEqjtvV93yttmzaLB20MmrSJ0OYimYhv13Yi0PyhH/qh+O93vvOd+N7v/V48+eST+M//+T9jMBi84Z3j9tGPfhQf+chH4vfDw0NcvHgRedZHrxgGrqipyFfXNYxewVkPW3sYbWG1g4KBUiXKcgVrpeUua5UCZigkaUNayz3gCYhT7hBoXKCkJZCJmRsvLskZpuCWpnprxMD1mkZStJY6TOZ0tW4Dc1xcUR/XTqYgwZ49BOR7dnFYXZZgL763/ECxwbczEfVlk8fkc7rA86gFd9RvJFGsh01Kv830PeUcNNFBBoPBAN57PProo/jGN76Bw8MJVssSq1VI1xbcgjZtRPfT+NnUV9Jp3uudNzXZg/T6TXN07HuzjlQ3ceqcrEapJjUc0GYS7kv5+Ca1B3I52t3dxdve9jb83d/9HX7gB34AZVlif3+/xW1ev3496kAvXLiAv/iLv2jdg63rXXpSbuyDudb5LEeeF2FiZQkGE3SHGQaDEVarFaqqCn9XyHKgrio4zwsgiOjOwZVlS5/nvYKticMscgNrPbxvp5ojnY+MEGl0S6kuUAKPBEF6VnvBcmIIflZKwCnY8V9ewHmMf29aKr4jeWYrB6lrVAT8XlKklH2SoKdAoZ+doOOD0Uz096iFfRJO8o3kUOTm1tXHTeoDHsNer4ennnoKN2/ewsHBBPPZAnXtUde2FXTxRvc3fEPdod455p3WVH1vOOfXKBrD96ONd/g24zwfKJZrOp3i5ZdfxiOPPIJ3v/vdyPMcf/zHfxx/f+mll3D58mVcunQJAHDp0iV84QtfwI0bN+I5n/rUp7C9vY3nn3/+xM8nkdQJnSWDEMVtD4cj7OzsYHd3D7u7u9jb28OpU6dw9sw5nDp1GuPRFvKsAHzwv2TgZN0nFFm4NX1oApvnMzeXZ0VI7tGAocw8LQ01XdyXdD6XACOd6KWeR3JE0gUq/c17H3W6/JH13q21sOI31ifRdeuuU6vVCmVZrv229hF6Vule1URHbdZ5pr61XXOeuk8dR/95kpbqgLt0vpueLa/Z2dnB888/j4sXL6LX66EI+k3e5Lvcsd6oftd1dWQO2eO2o971f9d2Ik7zX/7Lf4kf/uEfxpNPPonXX38d/+pf/SsYY/CjP/qj2NnZwU/8xE/gIx/5CE6dOoXt7W381E/9FC5duoT3vOc9AIAf/MEfxPPPP48f//Efx6/92q/h2rVr+Lmf+zl8+MMf7uQk79Wq2mG5rEJq/yDiivrgxgDeeSiVIcsK5HkN5yw8StR1haqqUdcVylWJ+WKO1WoFV5XkjhSjKMgh3tYW1jrABxHIk4bbB12pBhkBtOBQbG2R5Vk8tmlxSFG4IfoakhNVgpMlnVgAUs+iWRY4InLrMIbOS4tnZXkWrvfwIVu51pq4w3itCdcyiLJ+lPqplYYL37XW8d5Ks+VdIzMI/olBFRA4Bu89oJsQ1yji8piss8bJVwECQXcarfX3AIejweNoK33nFYJD7+pjURQ4d+4cnnrqKbz22mt47bVrYEdFpRG8c7oBOfTiXq/U6q8E4bq2zcYNLwrpkaNNCn5HvW/rXGFsVXThOie44V5hycSsR3ya5huL551YP32isx+snQg0X331Vfzoj/4obt++jbNnz+If/aN/hM9+9rM4e/YsAODXf/3XobXG+9//fqxWK7z3ve/Fb/zGb8TrjTH43d/9XXzoQx/CpUuXMBqN8MEPfhC/8Au/cF+dtzVQVyw+aQAGztKiVTJqw1Ey3sxo8jpCAY0auaHJqYoKmZljiglKTFGu5kCMKLIELo70UXDSgRvQygHeEiBYciVRPnCPBsi0gdFNmrRUNGeujkGTuc6yLMFhcJnJASjAcSo6jypwxTAKSplg8Gq4W3LI93BWRcNDmAVkRsHWgDaA9YBTRMAeQFVarFxNqox6FWOnZfQGj6sMP2UvAT63KAoMBgMqfSx0f0opmg9jon6TQ2FZp7XReuo9NPsQIujHgKAj9I15bsPGlBrF5MJ0bh2c02s3ccYyQTG/P6sliiLHW97yJK5efQ3LxQJGa0wmUyyXK8qMn7yqVHechEOUunAALWOidx5grcoJmc50vLx38DbQMQNmS9TefC+fnuY8tPPItEFIl92SUNq2AGxGxqN+exPaiUDzd37nd478vd/v4+Mf/zg+/vGPbzznySefxO///u+f5LH3bKnxhFvb5YLzkHt4r6IfJuDR6/WRZTm0Npge1qgrMhSxhZwIWf6bfCsbzrHpi1xMWuvGdQjEeXGOTj6XgY7/sv6MdZrGGBilI+fH9+bSsCYzyNAArwzFpHsZ2LpJeEwRTn1kAeCUrVEHEbrX6wXgKlFVJZarFZbLJUwAjNpa0tV64u9iyQ5LejqtyHnb1jX6gwFGozJKEAy6RVEgywvoLENmTOQ8dBBXPSlD2xPMnCyav/zxwoDDCZY3gWbK6R+Xm9kkOku9Z3qc/2qtcerUKTz11FO4fPlVHE5m6PcHQW1i4fy6CNzcezMH2KXflu5qXXpAFZDn20XAjikYw8c7h9Vq1eFVwOPZfR/v/b03g02/38dgPNSx52lLiS81koSzwCJoqm8cDAZQfgd1VWI+tzFKoa5D6GXATj4Wa+4EYGyytzcWcX6+NgZZ8EVj4pYiOPdlvRQr6wVdC1xJJDcx4zVneuIAAeb6tMrBZS2YoxsMBlTzCB51cCiWgNvr9TAej0PfaPEulyt478L9VUx+S2BeBYdkFXOLVlWFw4MpsmwBpTTKkjjW8XiMXr+HPC9CYhQNAw2fhaQoLMPJ6ZLjccR8O++OBE0kv7W5yaNDJ48CTZ4zCcq8SWitMRwO8NRTT2F//wC29nj11deDtwZ5Z8CtFxw7qR5S6smttd9G0NjduL/xYwycp1j9/5Pl6E1skri6nI+7xLF0R5cZuo0xGI/HqKsSy+UStiwDCFjiiDxxU3E3T/rRVTOocdVpRHEW3aTOUmZM4qiIyDWWxOH1+/2YgYk5UW10K6ONzN5N1SgJTL33sQb3aDQKYrJbGy+AAJcNYtQXNihocClhaU2Xmw+P82q1wnw+B0Ab0mpVYDKZYDqdoapq5PkqOnrXVQ1nbeTCZVYgGQLK05vqvNrAuTlXZUofxwUmeR7Pa+piJe8vj2WZgVLkafLUU09hOpljuSzx2muvkdtbDMFlSff+jEJtK7+PLnWSeYjv/wD2Jh+kjG6G5OStCf1sDJBvuLHpSNn+5O2hBs00MQfQEEbqKsO/RT2nICaZS7PIyWF+/+4+DssJAWGIspCGF/lJ48Glf1m0YGqqWcQid8oRp6K3cw6DwQD9fh+u8ChyThyim7yhxsDDY7FckhErcMCySJVCo0vkMLXZbIZ+v09F1kzDnaxWqyim03iRQYEBk+7voDVxSORRwOGiadkLHf1fuT/b2zMsFgvU1QrOWqysRakUVsslVsslcaG9HhSa8FMAUfdJMkLzvTXfPK9o9IH3WtAt/9GONSXBJt2gU++HdDNurqde9/t9nDlzBqdOncK5c2cxnU5x69bteC1tWs11kqa7WvpubX9bFdUz680jDuR9tebiBwXMFuPi1kH+jWyb1Rwnf9ZDDZpsUe6yXspF1faHbE84A4335GTrnYfRGYbDEfYP9lHXFeAArxWFWvruGuexTx3E7oOyXNcNdyZ1Ycy5cb0UFvn7/T7G43FI7qGj6Mtcbr/fb3F8LJqXgUPOsgyZyVvjM5vNMJ/P0e/3kRU5vKIFXdc1Dg4OIhdMGZ96yDPKx1hbC3hA64zCN6sKzgK2pnetOcopGoc8vA8Z3D1Z0MfjHWyNd1BXC9Rliaqmmkq1tbBVjcnBIRZZhkG/j62tLagsaxa391SdQAx5a/OCj8Ca6gZb8yD+LbljjqTpail9pVFAzCmlqQLDk6AUeVbs7e3h6aefwc2bd3D37j6WyxVm00Vr8+bnnVTvmobFRs+HAJJvFhg9SJPSFW+QaVTbt2N7qEHTedfi6lJOUh4DmPhFQazgtyitjtYRB7W7u4e6rnD9xjXMZlP4chVkkybiRjYWSYF2OdMohkeujp5jwr8pHpl1jUP0egXyLMdqtQoxuQXF6aJZFHVdYz6fY7lYQhmNVVkGf9GcdKdZDgWqJum8h3IOy+US0+k06NiGWK1WmM5mKAZ9lCW5WWVZhsFgAK01qqqG8hk8iNssVytUIbUeghislI6MC49BFTLsZHmOQb8XuFtKwDAYDKgErLcwSqHIm0gQ5xyq4P518+ZN7O/v48KFCzG6hgFxk4uOPEdy8F0bWBcnR4DZBtrNevG2GC25RZ7v5hkAi8vGGGxvb+HixcfD5rVAuWqiX1Kd5knE1BQ0OVsXG+3ezOYl93mPM+UZUeLjKq1obxxvaB/fQJH/oQbNo4w+0rAiFc5yF5NiFRO8dg5GK/R7PYxGIwx6PRwe3IX3FtromMRCiubsGF6WFajMA1neWaStqhLeK+R5Hzpwdv0B6RXhAaM0jMvgVg4OgCsBXwGlq1GZirK2a4OdnR0opVCWJSaTCfI8x2w2x2JWIc8VtHPIMoWi1wdUID4A08kURhuMBiOYzGA8ojIMgz4B+d27+/DeYW/vFHqG9Iyz6RyL5QK7O7soVAbtFMr5AeoaGA4HtBhXFq5qatNQoEGF0lnkgwJ6OAQAVGUJozVcXWNZljDeI1c5lKEyB5HrzzzqvIK3xBHfunkH2zs7GIyGgFJQOvhzeksbZsgy1bKuJ8YY2VIORgLfJjpK/51eJ3XBm0I8g6ABrSl93O7eFnb3xjh/4QwW8yVms3nLT1fS9nGbcy6WaVGKvBhIwoFMiHZfTeqVKQRXU5Yv56N+k8b+qLt4KG8B5QAfjKdQqL2HzgvYDsktjrsC4B4A9PxR1vWT6yoeatCUBC4JO42wkcBJ562Hl1lrUVcVMoXgCOyDPlAhywyyrMBqtWz5kTHHKou0rVZk4GC9JP/VKsdwsI29vb0IMixSa60JrEPGF1c7OO2QZznq0mK+nKE36GM0GiPLsmBIKdDv92EtMOhvoSwrTKfzqGbghLjT6QEUKDoFaOc/BYD5YoHlYhFciwy2xmNMJ1MslyWMynHj+g1kWUYRLTnVwSlXJZTzqFb03r1eD8UoR107wHr0iiKUDKYxzgIXwYaozJMfrdEmOl1776HhkZsCe7t7KIoeVuUKk+kUi7LE9s42jY2r4b1r4relAQpqTTy/35aKs5uAU0odfA3PufRtZZE5zzNcuHAO169fxY0bN7C3txcNbg/SuC+8WfC4aPXGZm1XSkWMaXGw0R/sCA8EUKSdVw7eKyhjKDWhMWB3Pul6F8f8jTYMPWB76EGzi41POYGUI+VjKWfgPCUpNlEhT3HslNpNtcASQIxnZ/3halVhuVyS61K4Lzt993sjjEajaMxh7pRAsEKhNXq9HgaDQRRbRqMRAKDo92C9x40bN2I8er/fx3K5xN7eHvq9EW7duoX9/X0sl0v0+32MRiMC4aLAWI+hlMJisYj6S7bE6wD8XDXx4OAASimcPn0Ktla4e+cusizD9vY2+v1+LPYG63Drxk1MJhMsFou4eVRVhcFoCONMYxFXwWndk9LfehuiuNqgorWGB5BrjfE4Q16VWJYrTKYzrFYVxttjDAcFInfgm8QjHoB3NnJYrCvbbABo04PUd2+iNdkk98V9Z88Fpi2p5+R35NIsjz/+OG7evI3ppMRkMkVRFDHV3/201E/TCdDfGCzwrWxiwzHBI4MNld+W/RXt4QZNtBXmqfJc6hblxxgV46f5upghpq6EdVTBZASQbJ1mQwyDRFtx3Syc7e3tVm0hrUJVScGNtBYYqFxIWZaYz+ctkS/v9eAVogsPF+8ajUbQWkXA297ejpxmr9fDfD6DdTWGw2FcjPyufI4JnOdyucR8PsfNmzfx5JNPot/v49aNu9jZ2Qn3msfFX5YlDu8SQPP78kYxn8+B+Rw99LFcLKPvKIGGhvKIEVJSj9e4S2nUIbt+Zjz6PYMs72G5WlEdcdXkCJVzDQBWkYN7qg/s4rT4nE2g2iXGy+YTUJI0xy5b0hsCQIyOYuDc2dkBPKVEZB/a44DmuoU+NR65ljX627XJtcl9/XuXGu7brTnvOi2Om/RC9N2hrv1aSn3nHOqqgnIW3vkmUXBdBw4q+G4GkJTVKJmr6fUGsUYMi+HMVVali1nbV6sVtNZkwc4yjMdj2NUK+/v7sT9bW1vI8zwQkUNZ1TFccTAYYGtri97BesznM2hNmXXY4g4AdW1bHLLWGsvlMqoPAEAH48FwOCRdmLUBvKugi2vcoQaDAaqqwnQ6hVIKZ86cQVVV2N7eBoBolR+Px9CFweHhAeqqRmYIJFd1DZNlyPqDaLjg8WOwyPIigCuVC4HWMDpHXhQoa8qZyqovDg/1nnKfIlNQpgko2CRldBt31vMDpOdLOuLrU0MjfxpfVxc9NHgjZJ9brmB59+4+7t69C+8p/FUC5724rlRFwO8ia4e/0UaVN6Y16yYyFlrHNfXt3B5q0JQDfBRhSP0SQMkuuDFhWRtEu6pGkWnM55TAY7FcYjabkWU4AE1d1xH4pN8lZyViUUumh8tzA6UM5nNS+vf7/Xgv5kjY3Yj7OhgMKB68rqGMwWKxiCCbZRn29/dx6tRpDAaUVKOqqlgcrizL6Ds5n1eRs+Uxq6oKo9EIPvSBOR2psuj1irgg+T3n8zmstRj0epEzWiwWcTMZj8cYjoZYrhYY9gfkxgREg1lRFMigWveUHJutLeVa9KSjJGmCdKCZoRBYpRgEmZsKVmoHQDcgKQMQNi1EDgq4V1vffLvdmrilTtvW2jAnJnKb29vb2Nraiq5mkgFIgzVO2rh44CYV1rdbk4bb/yOev4nNhQHeFAEiG08KQMYdaQFnAs2MIdHGk/W7qipMJxOUZYk8z6O+pa7ryCUMh8PoFlPXDaGyYj9aRL0JyY8ttre3W+GOtq7hvMdwOESv14sAN5vNsFwuyZdyOGgZuJbLZRR5V8EgI5NrAOTWVFYVnKtjuQXpiM91ZHiB9/t9UcKjQKYp3BFA5KwjaAcgY06U3IkyOq+uMQxc6XKxgFYKRZ6TT2ZVoQzAwRwZqwsanWAwskCHzEsG2rCRhzY+G/xGnW2SQnvnoHzj9pN6SzAdtEVZTrqxWafZ5bYkQa0LlGQykzjeQSXEQL29tRXVOFmWYbFYtNQ2DwKavDaYg1sDInnrNzZg5r4br600+KRpR3Xym/cCDzVoMriRew/ALL/UlQEIIqrgDKCAYGFkDlNaHMuqAoPmYrGCteQuAm9QZAW2Rz3s7e0ReOQZjDZYrpZY2AWFXGZUUdKoYEGmFNUwSmM47KOXF3A1OYwvpjOMR2PkOTmEK6Uw6A/gvMfdO3dwcHiAvNdDHgxIzIUsl0sAwMHBPqq6ifvO8hxZnsN7R0atLINRGRDygeZZHvtMw0FO3d65kGwZcBpw2sOhceTnRArEgfaCzkxjtDUO+sgcdV3BKLKWKwUsFhNobdDvDzAcDOEs1WzKshzTyRSrckV1dPIcoxH5SlJYoYXiZB6aOEsohMQhmhzdtYJyQO0quJo2OucsjXUWHLq1h9E6iOyKrlOqnSWJyCeoIviHcLpciPKfCVhuAmWOLwdn4HIK5WpFEo1TyPIe+oMB9vb2cHh4iOl02lJZpDrJTWoCPlda8Ykm1nW/dG7QC7feLfGCTd4pfT8+JiUT6a9679ZsDAzq2ugjnNsfgPN+gxnthxo0GSgJLElETWO6tW4cjKMntvWwwb9PeUCH62xVwyjKE2ktxV7XtYNWGbwDtsa7OL27i52dHQyHwxChU8I7wCDHsGfgi6bgWpGL6poeYEIpF0vi7pSChcJiPkcdjAN1ZeEN6b2GwxFZGYMFnrmQxWIZF2VVW/hQy8fDcxHh8LYOShlapJqia7zJ4JXBoqpgS4silD0mTruAVgYKGbTKAKgWh8rcJo+tgyOdaGYAo5CbHox3xOVUFr2iD3iFIu+FfJ8Gg0EPg/4Qk8MplosVbO2ghhp1ZVEbC2OCaKsAi5C31AHwCloB3lGNJ6MAbRRqbQED1FVNSUEMzbGGgjfsraKiP2j7P8ojqpyH1yHZB5oABEAYFdeAUYq+ag3o2OBGnXDwVQV4C+8NfCjYR9UAqK7WZDLBZDKJRj2gXUajoflux3dpvSdVQBX7KhkI78kxSwOdYNKFL12qifTfwHp46VFNiftychlmCCSH3pzMDFL3zY70Rd2wAdxve6hBkxvrjKQu6KjdjghHtTgJx6nggsjIGcf7/T6GwyGJrMagF5TWLEZUVZMLE0Cr+qQMecwMOX+ze06/36d8k1kWgZ7fg/WhpNccwqExXMnQs6qqoj9kahBYrVbkvlPksL4Bcq1ZrNbwniJ8ej0TkxjzM+paQ+uGE5DJOeKi4fEEYtYngAAhEz6oPF4M9MYYjEajqANeLBYAELlOuk/w2UPwgshMXBhKPDcPKeYWbgFb2qiv1krBeA8LxFj9tEmB3AcPBiKB7nrs99O00chhgh65LbJLEV5rja2tLWitMZlMoiRx7OckoYi4Bzh8q7WcHoj0wKoZoJ35q9Xu1eFv4gv9vQBN4CRhV0RMsvYO/1vrIKb6xmGd9Y9aa2QhqqWqyB+TJ5cXOgObLAzFO2dVVlgsyKXIex8t8f1+P1paYx+CNZmBqBj0Uds6Ggtms1kEo15/AKX+v/bePMqS5KoP/kVEZr59qa27uqfX2TQaSSOJERoNwubYGiNA2IA5GHH04TFw4CAkDIhjgzBYIPtIGPvYLJ8sPmw82MfGOsZGMgbE0YqwxKhnH80+PT0zvVd17W/PLeL7I+JGRma9qq7qnu6pkuqeqemq9/Lli4zMuHGX3/3djNmIXqeYqmK6LtzlGx0Oh8YyEeAQObeOlBptGpT9dzcjF6NI4lr3QnBwxawSLBYYUAyzUqnY+OxoNLIxPd/3ITyB1GxiUikIE4d27zLV69NYRukQo3iYg4Z5ZlPSwHJ/46dCKihDJs0512QmXONAr2o9qjwELk/0Iew9VWZjK5fLdmPaDuA9n5jCq68VLydKmyye58EPfBPbz1p07GTZ1UqzGK8hl6gY13ShQQyZwnQrN2z2mikkaWwf4lKplNGtFZSGCwECMrZsN0tNSiiSsWX8IRB4p9NBHMeoVqvWFXOTNeQOJ0o3OQNgv5N+SuUKpMzG5G4Anu8hKJdNPT1HrVbLAag5F2BmUy+Sh7juJilw1+py6+oJ8G/xdlKaNiPMKi26N5TZJ4wsYVn7/b6lkyuVSqjVa2BeltWWJtnj8fWZbsa0gq7X6+BhviLHBZyT4hz33JByZGAmzqlA5Cww1nnxO/MJpfHPqDJVMG5Sxv2sEMJ6MlQsQddTtLqKhsE4a1h7BkKztSNDh1wLoTXg4qG3eQI9BzxLTl6r2vNXUr5ulCa5kW7m0VWaNjakdMsEeo8eTFJCnCnESZRTesWHgd6j6h6qZCBl5Fo/WUYwswRqtZpN5kRRZONRNBZS1kII7d75PlSSQYMoU60trRKSNAtR0NiCIADj+iEUDiyKrBkpJSCVYaiHdfellNZCpIXs8oS6oYRi8oH+TVMJobIF6ypiABiask2qTCL4FSWcGGOoyAo85tl4lMvWM+4ZADOEICUNiyJyEtpESHmS9V5sUWH6ieqN0b5sYsNcAUJdkWLQCi1faEHxYSALA9C1u4UNm1U0jVOgOX5TdX2U5mZJsU0lD5G1CpiU5tYTStdfdrXSdMVVkq41mF/MKWSaAqm0i8nFKArBEY6GNiBPytQqXSnBVb78km4sWQSkDIslcdzwSyql0O/37fcS4Nx1hynGQ8kkz/OQyDR3XRlbvAduer7T+dzFw30PkQknKKUsAXG/34fHuFX8WbY3C1/Yunmj9NykBM2z687TApVSQrCsosnd0KwV7JSDklVFm4W+b+azgFackoFxBsjs/rpJFxLdhVQn6YbDoYVhkWtexPbae8h0ogmarD7/bEmdOCzypmaySfklmMXLuptPMdNMgPeRw426HbwigcR9XzNkXS6muROF1uNOl12tNMdl9dxF7broZPElcQKVmNa1pmWDdiEVhsMRRsMBer0+RkPTG0dq/F9s2MV9YUDZXtYfPPtu6Ky7IfQdmbp0raw1Cw0phWIMEshidFSSOBwOEUURSlUNcueMQaapBoB7sBybSZiAGwsSyNx6AFBSQ5vIHabFOxqNUCtXbImja/HqpEVsFbFL4kzWAMUL6bvysBsJpSmJrHL3Df2XgLBxyiiOESexmasRqpWqVfycM83orqR2jY1iU074wlWcMPAhJZVmkiqVIKm6KYzgCR07I+XvJtsYY+vc76JQkow8AdfiZE7c0wwlmwu4tG0CjGXxZSn1PFPBQ6VSsW2Stwtupw1M4z1HuXVA7+fWy2bJ5st8j7tZrTvvJhaicvFcTlKPfAn3uXXHTqb/tbM7DbJmi7KrlaZr6bkLm8R1WalvjUxTpJFWmowzeMIDB0cSJQjDEXrdLsJ+CI/54BKABLjiQMohoWNqgnHNcEXnlykABimBJFYYjSIkSQrBA0CliMKhrSZijOVKFsm69DwPtVrNKj5SWDoJRddmYj5JCsEFgpImJ47SEJ7gSGOdONANzlJwIeCXSgDP6u5JidVqNZT9YB0cw7VkSTm4iQwAtg+6a0FS7FJfJJB4EglTkFxCQiKFfti4zyE5g0wZeOBhtddFr9uFYJn1lSQJRkOdPZZK2ky7UqbSRSnAsH3nXVkFSAkPDMIrQZQATwJRFCM25xOesGEXmmP6HmVASDlMJ9OQNZW6GXUD27GHpgb3yUw7WgbFDOJUccgUkJLBEz6kUIijBEmikCbKkkITnExKactnx2Xu3efbdYmLVnCcxPbZKq4XxjNQ2th1BTb2u7N5zr7X9eg2d6mZ3kjtNwCQCr7gCISAYHku0qyCD/peaDzYNRCy5r9BlKZwWim44kJzrIVpfpSxBKWUCLzAxJe0Uu12uxj2e5BpqkHR0A+jJwQ8LiBVCiaAVKZW4QFkSXDEcYow1Kw1UaQ7MVIjMoBZS9N9OOg1qhunTD0RWJA1p5W+tliV1HXgwjAwJTKzdKlLpraGtZUYO3RbZMl5ngcBbpWDSxnn7vbuw0sudLlcthYGLcw0Ta0LnKQJ0kRaYlkFIE6TzMWVsNYjoRAqFY0iGAwGWF1dtVAvKaWGh0kNaAfLg6LdzLPGeFKMk6FkGJYYBhiMhkiZQsmw3bsJQHO4viZHWWyUhJapYWmySlRfC6MTOZ/TeERYnC71WWLIrLUoirC2tpYjkXHpBV0pJrFIXJdfP/8ZmiGPnyTrzR2lI2N0xysXW8zPKCWBaK0pmXVRuG7xzCv4ml2tNDnLZ3pJ3DgjKU2yNFUqIeMM00lWKCUmfN9HZOKSJc+3cKIwjtEf9sAEg+97CMMwV38OMCRp1vObFvRgMLC4xCDw7PcBsFjNWq1mlZnrstOxZPVR/BHQJL39fh9eUEKt3gLjDIPBEJ6nK3CCwEepXEYKCcUI8JzRbgkh4HMBn/s5i4HcT0pWuVYMxQetdeYsaLeSQyciAFVwtShe5XMf3OO6esnENplRoL1eD57nodVqQUpp+xlFUaQ3ycC3fc5pLjYqmXTB3kmaYhBHUBjZHkjF8kILgN/AynKvxT1ODyNv0W0kNJ803258l56VMAzXPdOXE1dp2g2drb/GnSRuTJwxTZy8Rw13jcX2hSk8YO7fGVjbsBKlmSJQSlkqNkrOMCUhTGzRF/phHg2GiKMIMA3FhsNhzo2gpE+camA3PbT0AGhXMEEUaRexWq3aJmL1et1CjkjceKe7QIUQOWyjlBJrq2tY7Qysy9loNKCUjmnFSYqgUrJJJRpXkiQ6WaUYAi/IQXHogXWJSADY96MoynGIUiaYEASc6wZyzJn7Ij5RKWWpyzjnWF1dxXx/iEZd835OTEygWq1ibm4O/X4flUpFW+7lMrgvbLM3AutbpckZGFtvmRHiYDTIiFboc3mICxs79yR0DesV6+YVJ0Ul6io4Iq1uNBpYW1vLbcZFQ2AzJeqOhzY/N1buHInLuaJbNb7c77zcRlMUN2HLObdreY/l6BqLm20bpzRdF9JiDRXApabZp0w2VaTYxQxdaSI8Dx4XptgOYAKIktBaYwCwtrZmlWgqNYkuLUZasFEUwfM4Wq2GVZKEzSPwOOeano2uyx0/wY/IEiOFSXCdar2lk1ijERg0O1IcxbryDNpCpN2c4EqDwUBb3BSGZPmKItcSd4Hr7mJ2LVNX4erXlU1AAchZ39xkkz1TpeR5HkbIWKRcnlIiaVZKhyT8UoBRFNpx0vjIGgfPW6B0DgWgYgiYiXDFxabqCqTs2XKJkV2FNQ5yVFRYrhXsaqBx6I7EUA8SmmIwGGTWusyTZF9OXKUlpQRnPKc8zSiwqeJk2oO7nAJ0FXJReV7uc26Sll6TZt0BOxtuBOxypUns38D4m+Vme8lV58jIOwaDAbrdLgDo1rGM6Q6JnCOOIoSMoxQEgDk+jbP4WRiG6PV6VmlGUYQ4BYAsi5mmqWVDarUa2LdvGu1221ptlFAhJUkWH/1Olqib7CCLknOOiYkJRHEKxsvw/TKCQNe0Q3EwJuB7QU6huFah53m6BDPJaMvcWGoxGE/xTIK2WOC9oXtzlYs046dlSfXrdE7JdH8fDg3inmi3kYYRZCrRarWwf/9+O4cU1ySF4yZIiuiINIWuvTeLzk2ycSEQMz02CtXkK4TWb7pu0mOzZMdWs8d0D0nIOk8N2sL9TncT2qpkYZ3EWvJbGdOrJeQ9CZGVyO4G2dVK002ouA+Fa13Gcex05tNleUmSoNPp2MoUinsC0Nm8IMBoOEQcR4BUNvA/GPUBrpUWYTGJSLjT6WAw0p/xPB+ViobzNJtN7Ns3g3q9ZunlSPmRMqHWFK4FMhgMcg3UyCJzY5/aivKRKnLdq0iSjDzY830kiO2mwcy1D4dDrRwZB5N5Fnv6HteKJCVKZX2kPMndpwVPn2VMc4C6YQHX+qJqFbqHpVIZpXIZ/W7PXl8URahUKhYIr61trqFKTk8mtxJJSgmwYrzRIAcAVEQFwhM2Wx3HuhGeJnXRJByu60zPkWvtjbP4KAm3HXFB7qPRaCwWdrvny7CwaW7DW29tvpriFBTwjFP1VdOZqvDvFmRXK01ytYouk5JKMxlFCWScIolSxGGEKIox6PewtrSIJElQr9VRCnww5uuueoCm8VAJhGDgnm+UW4Q4ihHGoY69mFrpOI51y1whUGs0oITA0CyAqekpTE9NYXp6WidVzO4vpbS9ehqNBobDoWU8p7pjsuIoEUKLqtFooNFoWKuYMQaoFIN+D+12G0kqkcQRBPdRLgUAYhD5BClo2iiSJMEo1UxPFKeUMrW4zSRJNbWdgcCUzSYgKUvOMgzmyFTxMM7hB4F+/lMFME1NFwgfkExn643YBE2SQAgdmohGoX09TVN0Oh1bJz81NYVqtYYoiZHIvGVGiR0FBZjkIMi15sJktDU/Z8n3IAOGJOppkhYGSGbqzhngCYB5zMF9pprb2Cn1K7rOrj2o7wmDTPXXaoWaQKoUqdQehSarUCiVNHKi1+ute44vD+HJS9HtH6cDrDt8maKm7cQnN7O61x2rEmg+VF0llUgJxblBIegN8UqTQFceB6WM/jcI5ChNM2iRGwNECshEIokSJJGGGYVD3U6i3+ugEgiUAw+jYQ/dTryONIESIBSPpGoassjIrWCcG87NoSYRrlUxtW8a5XIZ7XZbk/p6AnEaQaUSSZRlzalHj76O1FqhVI8eRZFNJDHGbEM0ctttJtv34QccTCgk0QjCZ0hkiEAIJGmKVHGbPHJhWFJKC6R2E1dsYDKanMPnPpRU6PX7wOoq2u02SqUSIqN0aZH2+32LMqBY72gwsuTE+jhmeC8NLR+gN7Iw1KEQw0rPOUev17OxZqUUDh8+jHa7DWkgS6QslVJ2Q/F9H5wx05GSGYo3+jHxNmXaTYgAnggQJiFiSY3yTPwbUutYKCihsZ8ErXYVJmAUBjNEa1ZhaWVJ3KhSptCtjbP6fQCa3wDKNqxbW1uzz5Ybk92OZMpO5asUt2llblVpbuu8SoEpbZooZs0TDdXiHOAcSZKuK5S49rIRsGxj2eVKM80tXnqomdTgZIoZDQYDrK2tYW1tDTKNIaMsg0wKjNw8ctUzZnRmLTVq9QAgR5rRaDRQq9XQnGzDd0ogkySx1R5MAUglSqWSdWOFEGg2m1ZxEVNSkiSYnJxEq9VCt9tFv9+3DN+ksEnpcU9AQWF1bRUAMDk5qQHSQQDEMdIk6ztD1+R5HpaWlrC6umqTLxQuIDfdEx6YYghHWrH6gY8j6ogmTA58qFTa48lSJsuTc24z7NVq1V5rlpE2bnoqkSYJuqMRzp45iySO0Wg0bLKKwhJJkmB1dRWNZgNxklcsFEqgKqKi2KQVsoQDZdOllLZZnSW5ZcxaiDD9iPR38XXn1UqTQ7EUjCE3LhC1ncrCSG6ijOaqUtE9lS5cuGALBq7E2qL7CmiFvbPzz7CbTFYpxRDHkV3P1zeD/o2kNOV4pakSpa1LQ4AwGAxsfXe1UoWMhxgOhyiVSjaTDWRBejqWYmtUctdsNi2tGSlMwloGQQAeeGbRZcBlOqcAQ7mioUZBEKDX62FhYcF0lOTWyg2CwLiiVdsBstVq2e+h2KuNpfZ7SJREo9GA55k+0owhNIoYTOTIR4bDIc6dO4dz585ZZU1WrQumZoxBptq9rtVqmChPwAt8ME9gEI4Q9odYXFhAv9+HEALtdltfp5MRd9sVu6WPimXVR4wxjEYhhsMB0kRbGVRqCmhyj8XFRUxNTWE4GiFRKdoTE9b6p7hgkiTwuZdLKLgxSI0tz+aZSEvIqmdUqieZcSGJ95KB8TxDufsDpq0nLtYrVQKZu5YmzQH9jEYZqxGhMCg8UyzX3EzcmKZSasfXnjPk5wEMOXKYnQw72tVKsxjotgF7ZBjN4XCYo2Br1KtII12FQDcoSZIccJuUCQXlGdMNw2q1mq3gKVKODUdDBCiDCW7hI5Q9L5fLkIlubbG2tmYbr5H7Seei7yD83mAwQK1Ws4rVrRICdCyypiR4WbfJTdNUt7A1HSglskw2oDeDJ598EidOnECv17Mx1CiKbNO2yclJ2/doYt8UbrjhBuzbtw/79u2z1lm328VCOm/DCaQcyfJvtVq2mybhDklZcc4hfA9QsFYtmA4zCK7de1IeLrTJ8zzMzc+jUtN9lOgYm1zaYJHZ1xmDUjKXbAmCwPZyp9iq7nDJQU3byHotWoCZC8kgmYIwX+N6LIRciKI4R0hNBCdKSZOM4jk2rY3cY/c1N35JzwadW0qJxMFPuQB3Zi3p8evpeieMyPOCyjcZ3MnydaE0gUL8x2RBqcqi3+/bYzudDrhKrJtLcTG6WaTIyGJqtVrWEqBzhGFoFy2gMYiVagWVWg3cE+h2u1Zx1ut1rZjixFa5dDoddDodVCoVe35SILSwpJS26yS50K51RdAlOdLuJfc9SJZRD0gGTaTLss3hzJkzePjhh3Hu3DmrfInVfHZ2Fu12GxMTEzrU0Gph//5Z7J+dtcknwl1yTyCJYqytrNrs9vz8vG0K5/u+dbFprkjhCyHgQeXQAlNTU5BRjIVLCxZT6lqoBLsajYaotxq5ZBoxslPyx4UGjXlg7K80jwScD8MhlOIoeQF06xRmY5OQCgp5ticL5wEgISBE9r0uskBzZGZWvBvqodCNRXk45a5FBbaZMit6Wu5mT9d6ObFoA8auWyabQibZOJ33dihMCtjlSpNAuEW8nkokolGEpaUlrKysoNfr2Y6RozhEPOpDmooWbpI5AKy7Vi6XMTk5ibqpUAH0TXRb1ZKFaVl5mOmcKJmN9REgnYhmmYLNBpMLOhqNbMaYuCQpLEBwnSKnJ2MMnU5Hs51HISpexq7OeMZurhgM+UI2/iiKcPToURw5cgSLi4sQQuDAgQOYntYJLF3uGaA9MYGpmX1otlq2tS+kricvlctoNpuYnp5Gr9fDcKjp9FZXV3OVQhSvdT0CAFCRQgyme/pIZY5tYWV5xYK9yRJstVo4cOCAbU9cq9bsd8RxbLk/tUuarxJbJwWguYZs6RBLGJYRRaF5hiixCGj0v0kusfE9xlMIeF4Wr8wrzYzpnxRjkiTo9/vodrq2Es1V9leiMFxrM00v3+4iNy2O0mXFidqTdbK7lWYBKAwYvsREu5Bra6sIwxBBSdOt+b6HKBIQSA2RgrKZa8pKT0xMWAvM3f1JoTLOIIS20mqVMnzPhx/4COMIKdNsOYPBIAch0e43RxRGKJXK8Dwf3W4flUoZjUYL5XIJyyvLWF1dARh0MqSq2eCFUVLcJoAUlpeX0Ov1dPlduwURlEz5pgRXBIsBlARSlVqXrVar4dZbbwVhLienpnDwhkOYmJjQCqlWy1zziQmUymVAAeEozJW3+b62rJvtFtqTE1jrduD3exisdbC0soxSpQzP9xDFOsyh+7crTXQiU3jMRzgaYTjQG0gcRbh4/gLm5+ZQqVRQr9VQrlZQLpXg+R56A61ghOdBKg3DCoIAKysr+XJPBihDiKmZiLJQDdNvwiSXdeM1KQ3dn4dmo461TgKVJjBIJH0gMxhMQxaSKRc6QiGFxhmKhANMgassVBFFMYaGFHkwGFiOz+FwiMFwiNW1zjq40ZW4yXmLTfOQbmphZlEL0NUwmqfrJUrlrltb+Fe2aVxP2bbSPH/+PH7hF34Bn/70pzEYDHDzzTfjvvvuw1ve8hYA+kZ96EMfwn/4D/8Bq6urePvb346Pf/zjuOWWW+w5lpeX8dM//dP4P//n/4Bzju///u/Hb/3Wb6Fer29rLDSxZG1SbCocDrG8sojhaADP15bkKBwginWPn3JQgucJawUFQWDdbzdDrZTKxbwazQZEKdDkEYIyfjFG/Z6tNKEsNCWXgiDQGMRhglq1iXK5goXFBTQbpgWwKKHZmoTkCmv9jnarBYMoabhPkqbwmUIiU4wGPUuOXGvockw/KCGJFVSqf1KWYjQcIUlN8oXr0k4aW7vdRpIkmJ2dRa3Zgl+qoFwu2/LOSqWKRqOBcrkEJrX1JhWRAQMwlpwXlFBu1FBp1hHUKghqFfDRAP1ohPmlBSiu0A8H2krlCmyglY7v+6hyjjTJEAydTgcXL81jFI4AoWOeQRKDCY6o20F3ONBtfqtVLC0vW2vY7WIIAClBVgIODg7FjTLhmllImdgFJSFkqrtdcuHBEwGSMMBwNDKUc1lLZSlTTWfnxFAz6FAK5XF4gYCEQBRrysE4ijEaDREOY4x6Q6ytreHixYvorK0hThLEcYQoTtHtDbGysoJ+v2/d9yKr/EZSBMJbKJyxGMfHBnW4QaCgnCV12LQn2+IqvDohxizGmI19E8JhpyaDtqU0V1ZW8Pa3vx1/62/9LXz605/GzMwMTp48iYmJCXvMb/zGb+C3f/u38Z//83/G8ePH8Su/8it45zvfiaefftpyRb7nPe/BxYsX8dnPfhZxHONHfuRH8BM/8RP4wz/8w20NnpsHmTKTRGSxtrqK1dVV9Ho9q0wJz+dxBpZ64Lxsqdsy3kpuXWdymfT36Nc0a5BCtVq1rjcx6JB1KqXUCadGwyZ0arWahgLFCt1uF9VKFZWyJpxdXFzCWmcNPAAmJiaRpim63R7CUFfE6CSLQBwnWF1dM3HWunbHjaU8HEY5a5hwk5VqFb1BBwo6Djs3N4c0TdFut1GtVk1fnQbqjQaazaaxxnXmO4kTMJlluLNkgjbVfN9H1SjYVquFfr+P1dVVXR/f76Na0feaqp1Go1HGTs6GNvC/vLxs3fpKtQo/CKCgwxgU/mi32zp55sBR3AQKJe3cJBmJBXTnXs2ys1qpMng8sFjZNM0oBaXU/ZmYEJnV6oRsdFzOM+TQWWfSMAwN1eAI0TDC8vIyLpw/j4WFBXveVCoMRwnWTKjFTXy5sc1xUlQobiVTmkoUQUfZeXamIgIy3PVOtjKBbSrNf/Wv/hUOHz6M++67z752/Phx+7tSCr/5m7+JX/7lX8b3fM/3AAD+y3/5L9i/fz8+9alP4d3vfjeeeeYZ/MVf/AUefPBBa53+zu/8Dr7ru74L/+bf/BscPHhwy+MplcuIwtAqzDRN7eJdW1uzkB1SaKVSCZVSCfVyySpc+lyv17PnJTB5o9EAkOfnbDTqKJssMrm09B0EFm80GjZOSWQbUkosLCwiDEPLcFSpVLR7mkSo1DUQfmVlBWmSQnr64e/3Blhb62h289EItWodUDpEIFOFheVFrHV7FsBOWNJKpYJUphiGIbq9HpRS2L9/v60mqlarqNabqLc0oxAlVUjxKqXgMQa2EcU304S+lMxaW1uzsdfEKG56Jih2SK02esMuoGDLUUlhUPIIZjOgAgAa83A4tN7IaDRyEkQjO6/1et2Wf7rlkLrEcr0Sogw547CJrF6vZxEUgLYmmaebq7l4S841vV1gFHU4ChGG+nrW1nSyLxpFGA1CLC8v49KlS1heXs4y61IhjCVGozBXU38lLqobayV86G6TNE12WMnneNmW0vyTP/kTvPOd78QP/MAP4Etf+hJuuOEG/NRP/RR+/Md/HADw0ksvYW5uDvfcc4/9TKvVwl133YX7778f7373u3H//fej3W5bhQkA99xzDzjnOHHiBL7v+75v3fcSbIWk0+kA0GSwruXR7/cxNzeHi+fPYzTQzEWEZ6QyRY+bEjmW9Vwm18CWRpqHj7KbaZpaF7bVbgOModvt2gw7JSJI2VJChWKlcZxgZWUFUknMzs6CMYbV1VVLCyY8AS/yMRpFYBDwvBJ63QEG/ZHFFHLmoVyqIo5TJMnIJo0Wl5YQmqolysomSYJ2u404iTEMQ5RKJYv9pIey0Wig2miiUmtaajq3asX3fTBDo+cuYv27vg80NlJWBAXqm+SQC4Nx3ek4inQLCkOw7JaNKqXbVZDVSBAn3/dRr9ctVpUSbcQMRIUKJK51TPdwXEsLDVEDoLT1XC6X0e12beiGmWxykqZQjiVJYR3OGALPg4x1TT9t2ouLi7p4IEoxGoZYW1vD6upqxoiVpkilsnSCriLWw7m84ixm1zNSlIxJfjxMCvY7iq9fz3giIRiYac+cpldWd3+9ZVtK88UXX8THP/5xfOADH8Av/dIv4cEHH8Q//sf/GEEQ4N5778Xc3BwAYP/+/bnP7d+/3743NzeHffv25Qdh8IF0TFE++tGP4td+7dfWvV7kh1xaWtJVP1KXp5ElSLhKAJBpAuJMc90fsmrooSUlQq55tVpFuVTG0PTnJkuTXC1yFV3LluqnwzBCySuj3Wqj2WwiDENLrEvu1GAwAhccUZRiNNIs7RMTTVSrNXieMCQjXVy8eAkw5XeVShW+H6DX7+PSpUuYmJiwlUL64WMaX2naawCwpMf1eh2lag1+UAHjWRsMIMMkek7MmCTL8Ga0a5VKxVZFjUYjDA3ZCFHuEV6TKoRYmjVuI2+ANp40TcEdYhK6zy7gmXCnLjidQiU0Pvd3up/FBZlZdjrzQ0pYKWUp2gAgVVL31HHmgRSUUgqj4QhxFKHX76HX6+Ps6dOYm5/DYDBEGMYAuO3rTvdcKUPUrFhuQyqO7XLixliz+ZLWMCjev+xGQifOHMU5Tolea9Ebjx63JptRO97a3JbSlFLiLW95Cz7ykY8AAN785jfjySefxO/+7u/i3nvvvSYDBIAPfvCD+MAHPmD/7nQ6OHz4cA7eQfCicrmMZr2OejWvLGmRplCQcYpRv29rfclaIhfercV2KdG40JULbuklueQE+aCFvLa2ZqtstIWlIGWKlZUVzYhklEWj0UBQKiGWOmZJ49GLRtdhk5s/Go2wsrJiLEaF5eVl9Axkhaxbiu3NzMygVq8hKJV0PE4pq/yp3hnCQyolpFMTTQtHpikgNn88yCIlS9NWRgmBOI5ySstalXFi2mzAxv441/XxZJmSFGnqhsOhDSXQPe31dHKs1+tZHCwpTVKupODGJTf0PAsoZKTIBPki7yZOEwjfs+1V3GcqiiILG+p2u1haWsKpU6ewsLAAzjmGowhCGAvbJBRt7JJldfHZWK5MWeSVpu5Z5Z5vs/O+atadeX6o5DQ0obadLttSmgcOHMDtt9+ee+21r30t/tf/+l8AgNnZWQDA/Pw8Dhw4YI+Zn5/Hm970JnvMpUuXcueghAB9vigU1xontHDLBjsYBAHKQYBquZJznYfDIfqDPhLANFTLuCGp6oZ2fKrYIGvTrcBJHFgEkNWgU4jAXeikRBjjKPsVVIIqVlZWEEURgiDA5OSksawE4lGKKIwwOTmFcqWMKFzBYDDEcGDGnSTo9XqmPlcnixYWFlCvV1FrVE18lGnQe6AVmed7CEollCtV+IGPcklDgQJf9y1KktSSZxQxgjrxQWkfLQScp+IBwlgS7ydZ9b7nIY0jOx+cc9RqNW0tdzvwma4IIouCLHMgb+2R1eESWCRJYmPNLjjc9TpI+br4XQDgnqOUVZYE0vHnrCKFEnBEhSelBJfKdCZVNjNNSlWaGvr5i3M4deoULp6/YMt0R2GEVGYk11JpZimNp9286sdO+hbETQS57vlWlfD1VpzEKub7PhSyDYjiyHmr+7oO7bKyLaX59re/Hc8991zuteeffx5Hjx4FoJNCs7Oz+PznP2+VZKfTwYkTJ/De974XAHD33XdjdXUVDz/8MO68804AwBe+8AVIKXHXXXdta/BSanqter2Oqakpy7JDC1cp3fdbSokUCn6phGazCZZoWI7ve6hUq2g2GqhUqhgOB1hdXcby8rJNLBDDeqVSQaIker0uoDQUiADo1k11KlSWl5dtgsPzfEy0p1CtNtBotxAYHKPv+VhdXQWXAOceKpUafL8EJQGN64wRxQm6gw463VWsdTom9hYgjELINEWpxrG0ugqAoTtooF5rYGJiCgoJJianUWlOwPMDCOFBCG3ZpEoiSkwMzfRidzkvrdXJgNRoTcWge/NAIVWaSo1zBhi2J9/34QmBNElQ8gOdzDLZdqVgWlQYMgmuFwxhY11ryF3opMQodkxKgRJIbvKDigVcS4WsfFKeiVNuq5iCYgbADqphh93syuWytfI9xuErBqEYmJRQcYoUCRKl46UKwMWLF/D0s09jdWUV/dEQSZqApRxhHCFOC5lwpidVk8oJu1EXhaFIE+I8+9BxVnezoU1IqTwcqeh2u1ap+3rx92sr2ViEsykWQzJaFDx2rZT69q93W0rz537u5/At3/It+MhHPoJ/8A/+AR544AH83u/9Hn7v935Pfz1j+Nmf/Vn8y3/5L3HLLbdYyNHBgwfxvd/7vQC0Zfod3/Ed+PEf/3H87u/+LuI4xvvf/368+93v3lbmHNCdF2nRUfzSLdeL49jSmIHpvtuaG5FD+D5EEKBUrgLcQ3cwQDgaIUlSa7WSW2dhOFFoSwqpEqbX66FUKqHVatlFq2FDXQwGA51kYTqm1e1rkl0v0At5cXnJZoGVAkqlsk1yAAyDwUBzSo4GWO2uotfXgHa/7OOGw3quFpcuoVwWOHr0GGq1BqqVGtrtSTQbTdRbDfjlKsAy91RbOwxEquhaYzkYjkmQMMCam2Rp6tJBYvmB7eDIGANTgGcSP/TgS6kQRTGE0Is6VbBExG4MkkIcRavXJaMgWBlZcgBMRU9o46bucaSMkjQB4z7MkPW1Kl2bry9O5iqwCIIGwLY7SeIYMlaQCME4Q380xOrqKpZXVzA3N4e5uTmdfFISUknEaao3GPO8ZjAi87d5fSNFxdXGS7r4em6zU5dPqDAwe5KrCQtcrWiLON8W+Jp/Zy5Gv/3Pb0tpfvM3fzM++clP4oMf/CA+/OEP4/jx4/jN3/xNvOc977HH/NN/+k/R7/fxEz/xE1hdXcW3fuu34i/+4i9ymc3/9t/+G97//vfjHe94hwW3//Zv//b2R49sAjTmsG4VHSnP2NCNARqmEg6HgJIolcuaMFdwgAMCAkxwlCpl+J5e9JTd9n1f9+WBQqmUXYebJKIFt7KyYhVfvV5Hu93WSQ3mo9vt2oQLKVeb8Y6VTRBRffra2poutxuuoDvsoNls4oYbbkCr1bKZ2kM3HML0TBvVag3lShWT7Sk0my3U602UShWk8CBV1lO6OG8WjoMrf2AZtKUjuAA3/5LlQ9YPWY1k+clU5ij56Ptd5ht3A3Rrq/v9PsIwRKWiq6YolpsRbwi7GdiMskleKbm+n4+ON0t4IqPdI8yqUgpJHCOOIqRS6iqezhogODrdLuYvzePixYu2dJaE7rOe2q0xFV2N5CFHcgejMbXY8IGj7F0EwU4m7dh2RdB3f/d347u/+7s3fJ8xhg9/+MP48Ic/vOExk5OT2wayj5M4TiytmYWAOJlgiqW5TbSklBDQsZTAzyjewBggGMKBAmMKozgC94QGs5dLkAyQI1g2oCK8xfd9RCbGRcwtxKLjeT6Gg9DWteuMeohqtaoTSWGEwSC0VSEEoaEkSaPZxL6DM5iYmADnHMvLy7ZmfGbfNPySQLlcxUR7QpdllioolyvQtHDaqnMVGI2Z5mOc0ixmdC9ruZDCMxtWwIJ17rKFsxjsp8tJmmNxcticXIVJypfq02lDIgJkUoLuuegaCVbkSi7eyTKuTaICpHNKU8DQHwxw/sJ5nJ+7CO55GIyGJqk3NNeZueFKQYPkDbXctZCseMfp6mhimuPul32NIfMiXkVx7ytgyFHgohp2purf1bXn5ILRoqcEDgC7kMgCIZaZSqUCnzK5SoIpiXLgg3GObq+DMI7ge8JaNNTci1o8gDGbVSeF7VollPmmxU3QlaXFVSil+w/Ray4Fna7sGdrMOsGf2u02Zg/PwC8L2/qi0WhgenoaU1NTqNVr8Mo+Wq02KpUqAr8EIQJIxo2OyFI57kPousAuzIoXdv7LUa8VRSmACwGVJhaGlUuocN2Cgr7H9ogx308WSFbdkhbOn+9aSVhOUrzuZ6gSyfd9HZox77nAdwLC640lXXffAACMYTAa4fTZM3jp9MsYRSHCJEEYhYiiGDJJIVOAcyAIPDN+AyXa4rN8JSLMNbsJz4z6LtsI3c2B7lEWd3n1hHO9HqSJDUeRSaxJmbM29UYrcU2qmdxM5xZlVytNIM/eTguGFgLFO4kgIUkSjRPk3C4gqRRCAzTXHJAeLpw7i8XFRXAhdJyVMYwM9jGO4xzjOSm8KIogeNb+gohAaOEmsYJSHPPz87akkKxRDQofWBZxKmms1+sol0sQJovv+z727dtniTUmJiYwOT0FHngmUeJBSR2v1G0filnIzbO1biJmuzu9eyTdBxdDS3FhKSUUExYj6G549J0UvnBjnS4G1s2wE0tUtVq1ySyaK8KHUqlsAm1x5uN/JkPvbCJF65oLgdW1VZy9cB6r3Q5GYYgoTex1e4KDs8yTyax5XJN1Pk7WlVEWvjd/79WrbmrSfRBC2DlyCxyA61P6qfeO7U3ErlaaRAPm8gfSYgWym0DuM1l3EZUJeh4838NwOIICsLK6gsVLc0iTGM22JtKd2TeDWr2OYThCt9vBaDjC6uoaIpMUklKz7pTLZTTqdURRhLm5OUtbZjPTkmM41IBvir/q0soF3aNcaUXlxkEJn9gf9HHg0CympqYsRpQA6rV6A0pQW2LY7jAEZ5Eqm5tirKioRF1g8dUlB7IkDln6pPj09+qj3JCBG5NzlSlgFIJpmMagCYupbNV146lgwG0rTM3kuBBQfH2lDbmzULpbKX03lVPOz8+jXKmg2+/rnvNhiJQUI9eznMapiVoWAep5Q2bdbKp1v4yRrd2DonvumJNmLO7vl/vO6yPWozBhDYrzFy3jnSa7W2maiSVrz1UKGQGstjR0OwhPJxGiUPc3l8qxgFJ0Ol34fgmNRlMDnOMEg2GIMEqwsLiMxYUFyITwZAn6/SGE4Oj3B1hb66GzpglCkliBMQ+DQWiTSZwLREmsMWlSYml52dZNQym0Wg1MTE6gVCrr8stYtzOcnplEa6aF1qRW4rV6HaXA1GNzBqkY0tisEUVwGr1UlYLuqOjMl+vy5HkhYTcbssRctp31sU2Ws2ZcqjQowGMcEkAsARknYJ4Pj3F4jEMwHfvkAFSSQiYpvFIJwihqwXS+mpvzeJxDMAYOpltiQP8eh7rOXyUponSEsgM7SqSEYIBXCtDpdgFfQPgepFJgSuqaeqqIUXpzgYa4A4wjTRXiKMGpF17EzL4ZDPp9qFRCpeQmKshEJ3pYykwpoI7X6vgpwKBLQpXKb2SEntHHERBdH7H+Gd/g4WdZMoXuZxb3TQGmrxMAOFNgPDs7L3zu1RNDtYe8Z/PqjunysquVppQSoQF9U6zK7VHjdkekXtdJksD3fCSx6cNSKgFKoVwqIwxCA2iPMej2kSQxur2hhf7INEWzVkej0TK11bqSJY4lGIvQ7Q4QxTGajSZqtRp6vR4418DmMAqhGIMSDKM4QhjpTHlQKSOOQ1TqPurNEgTXrufkVBut1gSmJqdRatbgV7KSULelgZIKHvPtnKhUs4zbaBpj1oJyweJFN7y4s49zzzPrj5SBst/BuXMuqSCsglBAKuFxgUB4QCoRBAKe8CBTiWHYh0pSlIQHbqqJuMYEgQutYJkCVCohVQLGuVaSpp8QUglwjlSm2mIHAM4wikP4LIDncSRMIVZS96YUHFwIC7+y1waAKRO2kQBjAtVKHf3uACW/g36/C2X4SpVS4M6mJISwhNjWtjTTz+kejBGmNN6VMcNoWTxO8Q3tQZrrotLUidAEAhKSOmvSo4AM3sOuVXZqG6JTBNn4iYqveG07TXa10hwOhojjCN1uFysrKxiNRrY/Tbvd1iWKpmEVxRipHI+sUqIlA2Bjb9SsazQKAejgdKPRAANQCbTSIlLZMNTfr4Uh8APrGpKlGycJev0emCesO+KZXuL1eh2B76HdqqLdaqFUKmP//oOYmJhEuVTRSqQcQAR+LtlBpMOQgGR5eIZ1Pc3CXlfts4H7XeSKfKWEkA0E4xqNQpRLelyEfKB4LoHUXSXAkMU6PXPfKAHnVmyNwhDC1w3dqHILJjGVmjipW21UjOcCGjA+GGTPSxTHuHjxIlKVmE03hakCBbSHnv2R5bOz824yL0WFuO7YTZSbNBvLZjL+u3dC3hyW0xTQzyl5hjsZakSyu5XmaIjA9zExMWEtTUo2UK8fpZRdkLRQyAKNoggLCwvWUq3VapiZmbEcjQT7qVarOpve66HsB7YHeRiG6HQ6WF1dNTXdbTBoBqQF06mRasxTpq2TSqWMZquFaqWKWq2KVruNeq2KZoOINBpotyZRKlVNcoRDebqDo461RSDXG7i8gnMVZlFpFqXorr9SQrFFm8BJlY071mo1AFjXYniccqdEHMWLqUac4qVJEiORKbgQ8Ct6cyPiijiOIUy2fsN5SiXC0Qi9Xs9m0ZM4RpLGiBONlFAwiVyjI5mxhK+JsMylH/PWrhfXqtRJw3w31J0qu1ppLpoWuI1GA7Ozs+Cc20oct3UvNdACYKEZVMFB1iWxIhEBhJtc8H3f9h9HWdpYZBiGluDY8zwMB0NLzUahAMZ0tVK5UUOpVkW73cbMzIxmR7c121XUqyV4XoBSUILvlzTJgwIUOJRkSKFbwco0AwBzLrRbvMnmvFHcy4UVFa0uUrDjYpq5Y0DVRHkgOdWm03mpBJLmQijdasJNzhEagc5hM95J1gTPTRa41HFKKZuqHo1GGEUhJrwpCE/kFiEpbgpv0Ot6M0oQhyEWFhextLCAWqWaWT0KiC1tnnnJWJgKyrL0bFeYUbrrX9caWUd91yfr6LM0GIIduQpoN4g0OQUGZtnCsk6de+75NZEk0RU4y8vLmJ6ehu/7lhm7VtMNuJrNpmVRJ2qu4XCIhYUFrK6uWgVCN2txcdHi3YbDoYWzDIdDxGEI32AMaZHTgxqGIaQEOmsda/W22220Wi2tNEo+GlMTmJ6eRqvVMr1w6mg2dVlm2ffMQ8IBxSFNYgdKU5NJpSAloBQlcOgH0BG5DcTENIuKk2SjLOXl4kqU7CAXmD7jSrH8kWrNA+5h5HT9dGOqlP2m4gFioiLCYarComoiG7KQEhB68fUGfYhAx3mJpINi3aQk3SytTuzFGPT6eOrJJ1EulTDZnsCwP0CSpBiOhoiTCErpbgGKQd8PZHDHK++tk5VV5ucf6/13Z44p45wLYzgb4U7Ijl9OGDP9s3gWfrkSuNv1ll2tNMuVso2NEPyHenmTwvQ8D5cuXbJg8V6vhwsXLmAwGNhFVCqVbKKoVqvB8zxbwkguZLlcBqRCr9dDv9/PhQIoY+kJZdtIkPXaaDQ0AUSjhtbMFKamplCpVOxPEAQ6dcB01pZzDbTWxoK2OKTM2hfoQL67QHS/l1dSrtZNZ9BxRDeuSwrP8zz4wkfskPxSCSoRKwM6vtzv921dP1mkzHGxpZQW1iWlhOcHtiqJ4p4BN4QgxrUnmFMxIeZ5Hp4/+TxOnzmDg7Oz8C3kK0U4ChHLGNagvU6ikQjrE3Q0y5RIKSpNJeVu0Jn2GRFch1Hc5n071coEdrnSbJi+4NVqFfV6HYPBAFNTUxiNRhgMBpYdndznIAg01m40skqLLJCB6RjY6+kukWkqrQKNoghSSpTKJaRJjLW1DsqlEoTn6ZiXSTAIITA1PYWpySkEpQCNekO3lahWUWk1UJtoWYZzXbppoD9gure2ogeHYCpZdprBQFr0C7CQIlzd+hi3q9NCdIHGJNo6A8CKXWhyJ4Bn5pUqp2i+Pc+zlGCk/CiGSbAxso6TNIVvvr/b68L3dSGAVJpijUFnzQl/4xmLpW5IVYCsyogKENx6d6UUhoMBVtfW8Nzzz+LBEyewtLSEqclJSBj7nWvoVGr0kJSG1MxZ05eb/82W/6a6wYQ+smMdImVHYY6L/Y4d2HXWQ+ueHfcPBg0jM1AtqgoqVq3RsdduXMqiS7Yqu1ppDoZDVMpl2xqVyvXIuun1elaZEQtOt9sFAdvJ/XTZvweDEaIoBucMo1FoJ5OIctc6PYRRDMk4WBSbhVjC1PQ0ZqanMDMzbeKjZcNoXkez2UKpVocISvA83d4iieOsckPjUgA4hgUHCA/oONNmkRXiXMXfnReKFUEbZcxz53PgSaQ8M9ox8x5STRVnoEHkZmmrGVC+AA988NiHXwoyq85489RmhL7H1pgLjoTINjyBFBJLa6sol0totloAUgjPA1QKDwzSgN6lUkijIcI0RLPeAmMKUiZI48iWdYJ7SOMEgact2163i+eeew4PP/wwnn3hWQzDAXyvhIRxJJ5A6vsIGcdIAeACNgFnLpIZzjwl2IaKczObXd+P/N/5A/KWpjLPg1KmTpt79h5SmIIxZsH3WftiLTI1fZIEu24KNAfrYm4QQ8ITCr4APCYRpUku5JWLyxK265oIbY/fIEpz7uJFa8m5Nee9Xg8rKytQSllrslwuY35+HsPhEL7vo9/v25tDSSNdueJZN46SOXTebrebcWT6PlqtFtrtNvbv36/rwGs1S2BbrVZtkqpcLiMFkKRa4SRxoi0WS4/mxhu3cuXFWKNr9mQYwY02z3FQm3EW5bpvta8p+s+KNC6hTbh4AuDMKFTfEqkwBXhehiul8IiUUldqpRJgWhFLpTAybN5xEsMLArA4RKlSgefF8BMffhAgNm7dcDSEUlkbEqKJo+8OZWQ7dSql8Mwzz+DEiRM4d/4cBtEQTACVSh2lShkKQCJTTbghPKgkXmcWGrW57hbk5gyaWm4z2UhxKoV1ZB/K7Io6lpzhbslat/dJXXfDcmviXJ9mxmLgHFBK2m6e1z2euc2J2tVKM4piVKtZRVC5XNYtZHu9XN33cDi0r7uJhyiKbJvfrAwzQRhmrONuP5pyuYzZ2VlMTk5iZmYG09PTple4djvr9TqqtRpq1Spq9bpmhyeKtDRj2nEhQPqlnZsp3KrYOeQcQnhWUWpGqBICP4DgHL7w4Asvly0l7s00TaGpPjN30yU06fd6gCew1u2iXC7bhJpSymboORcWj0seBGFyL1yYw8MPP4yVlRWbDByNRkjSFKnSbOeel9HRyZRinwyvRj666FW4Vr8uIpC2j5VFLoCQDTs7qOmiGcjjSAq15ztVdrXSHI2GOH1ag9Mp+RLHse2pE0WRAaBr15ygJrTAyF0nYg+NAUwMYa6wDN7UEuPgwYM4cOAAms2mVZaUKKpUKghKZZRKuhUvxesSou8Hy8WngFcm2H21D9jlPr/V81uYEudgPjMcohqcTXFFIGt760JLCBOpyTyAxHQlJFITFzcLXzPF60Zzuisp1fLrBKDmAiCwNFmaURTh1KlTePrpp9Hr6b7ynmGzSpMEXsmDYtLGDYXwcln2V0MIepT/Oy8UNnGVz26BHLkQMAA23LPTAe67Wmm+9PLLOlMI2IeFMqG0KF22o06no9vhGoW5trZmySSofUKlUkXLdI2cnp62CYzJyUlMTk7a1hcucUa1WoXwPKSKgZoYUIsDaerBGVdgavPa7+st45RB0XV3s5mbKQ+Kp+l2Hwxe4IMBCNkIKTLGJaUk4iiyC4UUG2MMpXIZnDPEBvfpEg8TFpMLD5Wabq5G96/dbpuxKXiesJ4GJXuiKMK5c+fw1FNPYXl52cx9FjdjpqzHzaYLwXXTOSl1jHCTebpWosezvqUvVZVJlYeGkUWdOGTIO12s0lQwFVDMeiDZHCtcM2q4K5BdrTR73R48p1mW2+6AXEPP89DtdnP9tUejkc2IU0+fVquFqakptNuTlquy3W5bK5Ky79SxksDXLjO4dON8SumePIyvo2jbSVJMFF3NeTjn8APthgvfB4zbDCnhCQ+CcwS+D0jk7hHhNYMgAPcEfCWtwsplhaHLB5MksWWzRMysLVNu45dEu8c5x8svv4yHH34Yc3NzlntzbAzXJHkylMLOknymHDkd4s5TugsgR651rHkUEusl7nTZ1UrzyNEjkCbWFZs2B7QjE3zFjWsppbC2ptvkNptN7N+/3yZxJiYmMDExgUajiXq9YWOi1NebFqGrKJXSPWZkmposuJ8DOUsFjbssQEd2ihRdoXHNvbZzLsZ07b3ve+CeByUlPN8HpIInBCj17HuZFUEJDGtZQi8mbuLJlm+Tc+2WQ9kOmtSllLyJUikwEBZ9r6la68knn8Tzz5+0STyKU7uWvlaazDDujEEU2P9ZRJT544qnbFtSLE7Qf2aakeKaOn6egro97mTJKU1TsrrTXXNglyvN6YkpjIYjcNMDhxMsBFmL1eFwCF/4tkVFtV7DxOQkZmdnsW/fjGE8z9ztkolLaqWpOzh6wsA5uHa9U0C3c7XJHKa5FZn7qJrfjFtxNXjKYj2uC2QmKZY70r/jsG/ue+55c/CQAsTIPa/GKrp/S+NdMfi+aVEhOJgQYEw3wGPQpYgySSFKZQuRIcVFWWAhBKjDDVdACtPVUmq4led7gExtyIVA8eQBcOGBG9d68dICzpw5g6efeRZhFFnF7M4FMxhYqRRUqu8lYwyeCExXUAGluM7ob2SBbqKdNnorA6Wvc/zX/e7eaxp/KlOkUkIwZjcBm+CMY5N2L+BvuYkdKmgI1gYjZmOeryuVcUgNd6zu/U+cjqg7WXa10qwEZXhcoORnnQPTNEWUxBhFIcAYGs0WpqenMDt7AO12C56vcYMEDSJlSf8KEViaryx+xLTrLRW1t9HC2BgYSnGnJIV55f7SOKxl8QF0Y46uohsLFs5dwnrsJilCstjGKV3l4OaU1PAXxhiE6fEjfM9AkDJ2biEEIBVSmSLggQ2NkPK2xB7QLjgHA+MCytwPLjhiEzele0NegG5pwW2ViVLA2XPncP9Xv4rFpaXsfOMgViZLrVRWccW5QJo65iTjDv6nOI+q+Bi4b20458wkyraioDZSPnQt7v0nztF1z6bdz+XGeDRY4PAVy2bXU7wOy3Qk1zNPvZKy0XmvJGy2q5WmXy4hUCUk5QRpkkBB1y5zSNSCOg4cPIjDhw9jcnLSLjThaUukXC5bLKXbmIszDxnQvGBlcd0GeOtCSOivf6EH3vM8BL4P4ftIKMnDBZhS8EolTeSbpLmF7taoUzLDhYHZ5muCg3MFZSxMioWS0iTEgkv40O12TXIksaWR40TrzawhW5bVp3OtO5qufFvzlFeYV/5sMKb7hbuwnd0kdF9tiw6ZWnKZnRr/J9nVSlNCwfM9BL6mBUulxESjjlpDs6A3Gw2UnVJJzpjmsTQKkzKstEgBag+Rd4WL1tZOkJ02HsAsBCHgmUZmsUm2eYyBM83EI5MUiVTWrXZJN2jOKcZFSRvP0xyZTHAwDsRpkrNSKAPv+R4Y1906X3jhBTz77LMYjUa6u6TvbU6qwbKWG7SBEkb0lZ6jjZTm5dAM+TcyQpRiuObVxmhu5N0U0Ri5BnemWokbONm1HNPVyq5WmkDW0a4RNFCr1TT5cKuJknHbdJzNtyS4nhCWdZxweCSUBR9bhuhUnl3NbrhRvGas21h4jxbajlSYhp4sCQL4ng8mqHZdIpWwZBpeIAApEUc66F8kHXZLNt0fUmbwOLgnbL2/6577QQDGGc6cOYOvfvWr6HQ6IOA7A2wFVlGUgsGYZhl9IYSBozHbDuWq5mcDy3IzxbmZS8mYfiBda5uYuaSUkEpeMWXdKyVFY2PctdqQAhU3XEMX/ZWSXa00vSDAzP79mJjQyRwCnPulEoJSYIgxfHDOkFDPoCiCWJeJpLpDctPWxwthGIc2wuttRZFd64fh1VSo1O/cK3SVVNJAsVRWy+4JDyzIlCEl7ehzboMttykbFQ1USkGO6o2s1cFwiJMvnMTJkycxGAxyia7ivIy/F+a5MPFAm+TbgL5tK6J129bd8WLMr/iMZsmr7DGl922f9l2QgXYtTQCWsIOeiZ2sOHe10rz1ttdgZmbGWpJkdQhPV42kaWrqkfNB/+KN2YmW224TilHphcB0zTZjuiRSZjAwBcA3aAT6HCkCwtKS0OK3sDFPwFOere0PgsCSPIRhiJMnT+Izn/0MOp0OwjC87nMwXvKKb7NnragoxikQa3mDmYZp6+PBu+V5JggfkFmaVxvrvR6yq5XmoUNH0G41c9aGUhrHJ9MU1NYWjFkbUe/QPCOcuMzzZV1jc2gxtbMbHtDtjNGNOW1+YMbyY+wecC40rIUx6+pq6yc1XSANrlXoxQ4oSJaxJKWQSGOZKQKYHuhKs+DwJIbgFQjfg/A9BOUSFAOWlpZx8uTzePDBh2zFTxwn8P2tPd7rrtSEYigBxFxc5obz4X7eOWPmpEAxZfCTzKAPmIOnzPgx3Q8rOx79BGomKaZBwAVLM+sfJW1l2vq7qNwzj5kEg/XIAeeL53hlMtFkabp5BTdMk4XGaOXtDNnVSrNaqsAXgb2pMjGTa/7Ru/GYS3TarGpZD81wEw0APRDrYTxF2TA7e5kd9JV2qbbjpm10PUX0gHsNTAKcaVysVFKjWKBhORpuJC1bFF21ELpHZcIkJDPsPIKDeQIpA6RkYNDtjoUQSMIIURTC8xhKJQ+8UgLzPIziCCz20On3cebMaTz+ta/hxVOnsLa6astqiwqTMrMb3QGJrBSR7rtub7G+5UReGKBYTunk7jOTkMzEQxVMyabxcCABmHbGgq8bn1SZkrXzzjMokUp0zNjGe937lkWc1o+YqZzS5M6YsnHllff439fLZmGQoqVN4RUqQnHjmRSWoY1gJ8muVprF3ck+Impc9NG8pTZngNlMsWlFe2Wfpe++nFzPuORVuUHKWGD0p6I4lQff86FUouOTcQKmAO5laIRYxhbALjmHgGkfoZRJYOgseKlcgmfA8uVKBeVKGcLzECcJLpw6hZMnT+LZZ5/F8vKyZnVXOrbqDNG92g3X+7jZpiShlCm2Vs3lnNyiL8aqrM2/370nYxRQ9kPfsUm8dKPba9ylnCpk7luvXAJps2fMBbZb5qbCNSulLqenr7t83SjN7VQRXImlqD+Yh3NsJ/6yE2FLr6QQ3pKYiaJIx6hSmYIrIEn0IkkZQ6wSU0GVbRCU2JFSWeuCMd2fieY5imJwKKyureHLX/4yzp07p3s3GRo/MKdbUsGlZgyWAHkrQs9WmtIzdqUzw5ADiyt+xUogjyYwYSa8wgnGwjP+ip/fEbeMUqbSshwBOzvstauV5riqF2B7yuxqpPg9rku8HXjQuN11qw/N9X64XAiWjZ8plVOaWulJW//PlYt3BbhgUE6GPUkSew7PE9Y9J5IUovDr9ftY6/ewvLKMJEnQarVQq9VynKdFjKDtCWQWJZx7RN8ppdSOssU96sWs4WjKJCvGL+gipGZd5pdpV7fI2JQlIdPcedxnyk2WrU9akrXJnbml61W51yhmaIeELGZbvA5lLH73mvIu9saZ7XGvbxQjd11vpRSiOFrHAJb/7p2jRHe10rzumbZ1gXrkHuZxD+HXa4aegeWUEpARfnDOLPaRMZ3QoUUguAAEt+657QsEKqPUBMa2/QVjKJfLqNU0Z8B0HOGYPKbHUJj7JEls/bKGK0W6NS/9G4aGLzXSPdKTBHFs+punMXw/wOTkJDxPMy4dPXoUd9xxhzkugpSpVfKU7aUum0WFahV4LolBx8D+rZSwrvbYJIhzfUTIob8PYCzbWKgWPwxDJElsqO/UOoWrlDJZ9+z1nEJ1kqbuZ0iE2FhpFjGWxQ3CRUoU45VJkuhkIcuHG+z53J5Zr7J8QyrNnQ5p2BVinmEXf5klIzJlKjg3TeOMJaRkDoJAWEwqB+QcuTYjQFaTzoVAEPiQysstPHs/GQCnSiZnBYJZPlNSPGEYOv2lQsOCrq3MSqWCt7/97bjppptN76k0s1rN52mcmSufMY8TTCpOYkijXKmlR2LeS5IYCinSNMkp4HHnpvPTJiMlIFMY69yzbFEuM1RxU7MWHCQUCgk6V9k5OP71lube2vm6UJrbseJe6Zs+zrUu7rYbHXu5c23nO18NIUVIVVWUHU9lYjPnnufB49wgGhSgNAuPRGaZuXFpKRX6A91vnCwrbuBJpVIJXrlkGZVosTOmmXmIWcnFLQrOITzN5clM9pozXfmVyhRgDMIT8KHjqWS1AQB1SiQLx61vZywjCc6gSRlTPQm50JS8yeKkOsnEePZZmLkMowiRYWWiLppEczccDtHv9xGGMQaDEHEco9loWnLter2Ot7zlLeh0erbNS1GRqzQCZGqVOd0HUrgsye5Ncb2MBWS4KBT3WRz7WLIxrxtKPhSTU/nvHveYu0eoMa+NG+a4z2xnCX1dKM1X0trcSOGNk41c8s2O2cp5tiobfe6VUKKXnVOm45IAILiA4lLDazigEk2gkiQJGGcQQYAkiiA8D8PhEKvdDnqDAcJwBCjYcspypYK1tTUsLi8hDCOt1MjFZxqW4xtmJBJXQVFDNw2y9wxNnWesWN1f231epFHiGhWhldnExASE4IiTEPPzF/HiSy8hCkMIlpXjCpHFPoXOyGQMTVy38+A8YzDiXNfea8IRQ5fHuCXQ5twofaN0G3UzRpOU0RyjHEmSIo4jjEYhojhGfziwiSo/0Er/6NFj+OEfvhdRFOVKE92eSUhjMJVuaN32ByOMRqEl66b39OdTJHHWdND9l6xpOtbt70TKmTPjcaSAkhyCB2AQiMMEnDH4pmV2yTTfUwZCKB1iJnq+NV2jwzxlk1j5Z1d4QrMomc1DQlkmMzgb3lbl60JpXovzFuVyamhcMupaWoBbUbTXHL5kTAN66GjRM2hFaN11BsQyRaffw+LiIs5fOI+1Tsf2Ia9UKpiensYoDDE3P4+1XtcueroOFz/pSjEeR/+6116MkY17bkjpHTt2DLfddhtGoyFOPPBVPPbYYwh8H76TnKLKJ/pxCavdvkb0vvuZ4mddkhD3bxcR4ibYpNRdGzUeNSO3tkxQXIAxaRX8uGdZMAWP5ev93Tlk3IOUKhduoBvJIJCmsMqU5pnivGEY2nbY1Kep1+vZMEgYamWcJAluueVWCOFBKaDdbuOWm27GaDSynRZchR6G4boQiHuf3Wtw14ZSyjLhKWVaHwOQTCtLq8y3gb7ZltI8duwYTp8+ve71n/qpn8LHPvYxjEYj/PzP/zw+8YlPIAxDvPOd78S///f/Hvv377fHnjlzBu9973vxxS9+EfV6Hffeey8++tGPWrdnT3anWEVk/k2TBKPRyPKUSinx2GOPaZhQOLLWJSmZfr+PwWCAtW4HkdOahM69FaBzMenmKk43DLCR4hRC2PJLxhhWV1cxNzcHwThYYZEWz0OKj94vAs5JqblK0yUHcdECrtJ1z03KWQjdHjmMI6SpRL3eQKPeRJpKrKys4OzZ82BM5ZQzxTw55/A44PP8JpMpZgEu8i2W3WtkEJbQ2w2RkBSJrQHkkmVxHJsYcmT5VDnneNOb3oSjR49CKYXhcGitU7c1TRRFVinTOcIwtBb0aDSyTRRtTNn8Swp3nBWs+0Cl6I629qxvS1M9+OCDOVagJ598En/n7/wd/MAP/AAA4Od+7ufwZ3/2Z/ijP/ojtFotvP/978ff//t/H1/5ylfs5L3rXe/C7Ows/vqv/xoXL17EP/yH/xC+7+MjH/nIdobyDSXjYktXep6ibPe8VgkVz+MeA2BxcRGPPfYYDh8+jG/6pm8CN5Rt/X4f4FnSiFpQKKW0NZFqdh6ytsi9dJXeRuPfDLEwTlmOgwtxw1ngHpPKFEyNJ3Yed75xY3Qt5eJYioqpeN6iJcoY08lkBigwHDp0CAcPHoJSCi+88AI+85nPIoqiXDtiUrpBEKDkc5S8zAKmnlfUXZVxf52Sps2N8wCcZQrdfd/l9hzH7UC6w605J2XueR6mpqYseQttPO5cuM+BuxnS9xQRDRQ6cMMP7muuZdztdfGx/+//xVZkW0pzZmYm9/ev//qv46abbsK3fdu3YW1tDb//+7+PP/zDP8Tf/tt/GwBw33334bWvfS2++tWv4m1vexs+85nP4Omnn8bnPvc57N+/H29605vwL/7Fv8Av/MIv4Fd/9VftzrMn66W4UF+J82x2rpx748BoLPlvwZ1J6T2p6/47nS6WlpZMjFBYvKXneYjTJEfL5yojqbIeQEDebdpKOGZD7GEBxjPO3XeVACn1JNEVTazw2Y2+k84zblyu5ewe6yoY2872MhtlqiRSlYJzD5OTUybgp93kl19+GWtrq+u+i66ZLE2Xj9NVfGDCQL+KPz48obsbZOEAnms2WOynRXNaKpV0kz1nviYnJ1Gv1xFFETqdDjqdjp17Ci1sFFZxNxkLpXKs/eIc0/2n40m5kmU8HA6vjdJ0JYoi/Nf/+l/xgQ98AIwxPPzww4jjGPfcc4895rbbbsORI0dw//33421vexvuv/9+vOENb8i56+985zvx3ve+F0899RTe/OY3j/0uMrlJqN/1nlw/2TQ2qpDrmZTKFMPhEED+YS8qMRujS/MAb1fWZ1AvH8fdaOxXs9mMc0FJxlGZbZZoHKfItvr5/DEbkBArIEk0MJ/ORS2tkyRBLBOMDOTItehg/lYQufvmWoyM+brM1XXZWR68n1mlmaXodgclK/btb387ms0marUaHn30UTz++OPW8iXl64Y0XF5ces+1hotx4eLcuCETN5m0nXgmcBVK81Of+hRWV1fxj/7RPwIAzM3NIQgCtNvt3HH79+/H3NycPcZVmPQ+vbeRfPSjH8Wv/dqvrXvdhQ2/UrJzILS7SJhT4QEACuj3+zl305WiFUsJBcbWce/kbsZWGMk34hwYq5Tc022mo9jG56VzbVUhu5b7uA1hq+dhzGWSurzSdeu7OSQ8pix0i76bqolgiAWKlh2g50E62eZxiRgSuvekmIuJrde+9rXW4pubm8NDDz1ksLI8h/11lWExAUfKmXNulSm9Z8MN5jpcxUufLZd1E0WiGNyKXLHS/P3f/31853d+Jw4ePHilp9iyfPCDH8QHPvAB+3en08Hhw4ehsBn5xpVZFdJyxpmzsCs7Fy2AK4UTbXbezf6+0vNtZKEVF3nOPZIKqV1jTLejMMckUaQ7SJpj7Z1i+fO7mVBu4Dt0CDPUabB/E+xk43vuXgYdz0lBsuLR66/VtYpziaeCotjsmSi6hpu95yZS1t+Dje+tseE0kxd0vyAN4IcFUypH1ctUFxVQcznG8veTvl/fAk3vxxmz90MqZQiltQVbtED1PDFwZq6HTqs01Ecal5jus2uNkkKPYx1fdG8VnZey3kW3HOZY/Tq3381AcWRmYUmuRewq4e16IFekNE+fPo3Pfe5z+OM//mP72uzsLKIowurqas7anJ+fx+zsrD3mgQceyJ1rfn7evreRUH/rokhgXe9Hkiv1xIppDjZmIY7/vvXvFF3SK5XtuqjuZzZKWtB7rnVT/IyrNIsKkxPeSBoLRUlLZZZICZVKmzwB9IxKKEjH+ixuKDa7bRTA+skm5bvVm0v3TvsPm80aDYMWE0GmbDxXSbjuJk0jQVnc+cuO2dwC3ZoLvsl70LFWrgABBmGqnlSqSwekklp5KI0LtaqeKWf8xfvPMgwjYJcCBwNMeWz2hnk2nHHa71CwE8MZXzf7FAsldzlNY6QygVRJDq6moMwc6zMXk0r6O42CxwYtSfg4BU/zS5vk1qkZr4gD6r777sO+ffvwrne9y7525513wvd9fP7zn7evPffcczhz5gzuvvtuAMDdd9+NJ554ApcuXbLHfPazn0Wz2cTtt99+JUPZkx0k5GpHcaQrerjQtebbFOb+jImtsSv42exz11qK17Add/5KRQjNVcqZ3mo0WFFalLiUWYllHvu4vWt5ZeWVD4xp3a1y4YniTxaW2Jps29KUUuK+++7Dvffem8NWtlot/NiP/Rg+8IEPYHJyEs1mEz/90z+Nu+++G29729sAAN/+7d+O22+/HT/8wz+M3/iN38Dc3Bx++Zd/Ge973/vGWpJ7snuErOokSQwwPbE9yK9GXsnQxqsh10NBrv9SQHAGJRmkIQxhSmkUACjZkweDA1sDeO+++5FnoQfGX8N2rmvbSvNzn/sczpw5gx/90R9d996/+3f/DpxzfP/3f38O3E4ihMCf/umf4r3vfS/uvvtu1Go13Hvvvfjwhz+83WFcU3mlHvKNiFWvp7ghgo3eHxefutyYkySGjNMcqQRJGIYYhSHSJLEubs7N51zHupxYaTFUcP0ln6xwM/wgkpEtyFjL+Jpdk/4OzydWKI1r5YyBQwFMgXPoKiGloBJzn5S0LqsLg8ruxzZGkDtYx443fHZYNq8ER6I5Hhl0zHj41uVCK3k6u+J3sqvcuIuybaX57d/+7RtOSrlcxsc+9jF87GMf2/DzR48exZ//+Z9v92uvq7ySmMidsDOPi2+6r1/ZNTJcuHABjUYDpVLJtiugeGAcRTqmRvEklcXPOMuy5K++ssxLca60MtELdyeJm8wZByQXXLPoB56PQHi633wcI45ipEoihlwXt92qbBgn1+n4jT+HbPN0IUpKaYb/4ne8Is/EmEu72vPu1S46shWc4J5oSRLNutNut9clizQzTwyyhMaByPfk2oqSEsLzUSmVUa1UEHg+oBTSOMYgHGG137NtjrcTQtH3Ovs7dy8ZcRVt+OHcnznm9qvsK7+ZbKX4YDvydas0r9TC2yzecTlXd+fJtbGQlEkkTE5O5srmSHlGUYQkjS30g+bNJmTcLDOwPgi/2ZBfVX3L1hlSjK3TBetko2fm6rwY16hT5BnbH8YAIYCSL1ANfFRLZZSDEsCAMEnQGPaxsrqCXq+H0HgFhAljOdhd0f0e08fHATcxN5XuDhaw7Uboul1rczuJmO2Icr6f5BtaaQrzUxTN/3L1UlSSxeqJzeT6ueaXewA0F2V2bHFM48c57trpX+2KS1vh4bpSUkp0ul2MYq00lYljxVEEwTiiOIQi/KaJVQnnGhhjEBs81AqAXLceNw6lbGf+XTd3fTySgXMv93r+s+sJPLY6js0hScVKH1KJAOX+lVJIlYLiDCkURmmMhCmknoJfEqgHPlqMowqGiudBCY6oJFCvcrQrHJ1+CZ1+D/3REIPhCEkiwSWDkjCWo9AKGoY7lAFgTm96pBYTqePVKsM+mlgj0dcp5NsMZ1amRJrqc7r4y3yWWxi6vTGGy2VgWa+07GqlybDeHSjiLLd9zjEP/M53Jzcanyq8X0R4b2wBjQPR089wOASTCsIoGpdUgz47CkdoNBrwfd8mGxqNBobDIbjIki3M+b4M07nB9bD1RsxG92b7G9b2Vt52FfKVSDFBRwp83VjohxmDgQHgxGjE4TEOn3EIpqt5uJTwGdCsVVEtlzHZbmEYhljtrKHT7SGNPMRxijhKTHdQYSBKKcAKTeaUbp1hiogyQLkZq8bqypxlTODycdjJrXhzr/Z63NVKc0+un5B1QDRbAplV5SpUIQRq1SpmZ2dRKpVQrVaRpin279+Pv/k3/ya++MUvYmlpKUcWy5Cv397UOy8smGL53vVYUOMA0hvJKwU5Wn+OzRULlVfSD+ccnJneTGaz8gyQXQgfpYqHelBG2JpCpx9hMAwxGoaI4xRpopCkKZJEIkW+TTKgs9PCEAJzh+koc72lY1mqnNIka3M3hb32lOYOlKtJSI2zEK9U6IEm6ff7GA6HGRmDc2r3e6rVKo4fP47hcIhms4lmswnP83Dw4EG89a636nYWhjwiNbjOOI4RGn7E0WhkabykAWNrbCFyMTXOue1IyTlHt9tFp9Ox5Xqum0f/jnevmYXDFF3z4mfHIRHWu9DbA4FvhG7Y0nEbnJ+Y5bVCE/lyTej4IuccggFCMqQyhWAcQakMIcooBxHCcmhY2lPEcYIwjBAmMRKZWogPXZ/gutWIKnyXmynXrrd0xrf1BNROcvb2lOY2pLgALqfc3N/HERq8MmMCyGIrxoKuVsiy9DwPSin0+30kSQLf9/VcmOPc8kLqCFmr1TE1NYUjR45AKYVz585BSombb7oZXjkAmOvGEaGEdgF1P5wQYajbLkSRab0QRkhM/5xOp4M4jnHs2DEcP34cjUYDi4uLePzxx/Hiiy9a64WqXYpZ4pxS49zS0dHiJhadIAh0qahDKgLAxnPjOM5ZVXQO9zs2EgsPEm7LYFiatiJvpBv+0Bab0sWTjFEuyG4qwjMkF4xZCjcKb3AuLPyHAYDUpZhMMUgF+JxBBT58waEkQ5JIhGGEoRDwEh9xmvWAMrOpFTAXUJ4HLrhTHplaSjgoYVp2xDnPYqOwgyubtQ6+3rKnNPdkUyEl0u120e/3Ua/XNTi55AFp1vWQrNIoijAaDlEqBbj55pvRbrdx7tw5LCws2Pimn5YhfC/HNlNUMC5TO7l4SimwVJf9LS4u4tKlSyiXy6jX65icnARjDG94wxtw7NixHIP35choY6Po/ZJuqqaUskrL8zzMTE9jotmC53nodruYm5vLtXvYqpIsChFXALBK3SWwuPKbhowQ2LHyaIy6hTIDpDJpeCoVAv1Pt/kVTHf3ZAxQPmSa2iQrEYDYjcLu0fkWvS5Pp0wZhMjYi4rhnd0i36BKc8diWnaMkNUohMBzzz2Her2OXq+HiYkJbW16HlKVrLOm4zhGKiVmZmbQbrfR6/Vw4cIFzM/Pa2Ja3wfzBYQhrs14ET1LXMs5ZUoza1RbtgxppFvghmGIIAgwNTWF/fv3IwxDrK2todls4tChQ6hWqzmlC2glRYzdVHNtq5eUBBhDo9FAu93GaDTCgQMHcMstt+DokSO49aabUa1Wsba2hhMnHsCFC+fR7XZz114kunUz8huJWyFDNGY0j+ZOFI53X9v4vJZOjXFd/UO0fcaylsqQn6QZ4QYjxak0M5FO8DFdri4NuxGy96XDcJ8pTZZTmjTvjDHINGMrEk6JbU5pbrI0N3rreq/YXa00lUqh1HpQbHESNwuiq/yf9sHKf08WC7vcjliE6RTjauPGtd1dNh8ioFGTa+h+t8Q4bOFm4o5XSonBYICXXnoJd955JwaDARhjuudP4bpoTKRQZ2ZmUCqVcO7cOUxOTiKKIjzxxBMolUrgvu4aGfiBVZac646RXAh4wkMQ+PD9AIT1tAsvyUo3a40G2hMTqDebWHj5ZSwuL2NqYsI24SIXmiw6anNLJXyAUXYmtRub/uOccwwGA8zOzoJzjkq5gkq5inqtgTRReP3rXo83vP4OJEmMKMpir8p0tAwjTXEWjkJNXhKTlRsjjhOkMkVK5adK1+vv27cPN914E9oTbYSjEV44dQqnz5xGZJQn5xyMWIZU1utIMQ2HUkbZeZyhJDhEKiHAEUMh9gWikqdZihigGIdIJBKlO0AyYeBBMMQVTAE8696omIJECoUESpguZWlGOM0YA7jSFqnwAc7BPAGb6GM6eaRUAgaFIBAQHoOCbmGsKeFCQJmYpzKtTqTUFi0YuM/WPW+WOlDp87vtULZqvW62PjeSXa00qXc0gE0jxeNpxui9/A62ddqxzeVyCvNystXkgYuzZMzF8lEMDNjKXkzjJQgRNaQaDoc4cuQI6vW67SI4NTWFNIpy10bjEUJgemYGU1NTOH36NC5cuIDXvOY1CMMQFy9eRBzHEMJpeWuIYV3lFgQByuUySqVSjveQM675GgXHxOQE2u02Jqen0Rv0cfrsGaytrSE13Q9LpZJVLG4YwGX7dnGZEjDUZ1mv8dFoBN/3Ua/VUa83oRSwtLQM3w8wM7PPKuVKpbIutEBxRGJLL/avodBBt6vbggRBgOPHj6Ner0MphemZfajU6rYmmyxQt10unbfRaNoQh+95qJTLKCGFzz1IxjBiCl4gMDU1pWFgnAFpgqWlJSwtLSFNdP93JRgUV4jDGGAcwvO1RR7Huq+T7yHwgTThGCURojABoCCY0LAjbdRCMZ1Rp3uaJIlW1lBQKoXwOIRgUCpFHIdIZaz70XMPzBCM6DBFopUoY+tqy239OpjlDy3Glun5LOYZ1jHVbzM8sKuVZmq6yNGus5EoZu7kBrIVqMs3kgghMBgMMBgM7CIeDofYt28fPM9DmqYIggDxKMo9cFTLPDU5iZWVFZw4cQKNRiPnqrntLYB8Qob+zilKJybHOUcgApSquuXvzMwMOGd46qmn8NyzzyJNUqyIrFui7lEubP8aALn2CTa2xnWvci/QCQuyVJMkQbVaRavVQqvVwvz8PAaDAYQQ6Ha7uld7uZzrOsmcxAsllNyYrRujlVKi3++jVqthNBpBCIFKpYLV1VUEfoC3vvWtKJnNg2Kf7nwLIXSP8FIJU1NTKJfLuPXWW/HD/88PQ8VDreyMJauUwuTUFCYnJ9Bq1FGplHH2zBk899xz6Ha7jlKXKIUppCTyYIk0SREbZT1KU6hwhDSVUIohSeIs5pykmJhq4aabb7YbSRRFeOGFF/QGFASIwhBxmmoLmjFwz4MEMByNdIiEM51QUrCKWggB5syxMtcEAPV6Hb7wIJPEtlhx54nG5srVJmV3tdIkS1MvqnFKkVywoou6AdThFc7OFXe9nSpFmEwURXjqqafQbDZt8iZNU8zOzqLZbAIwzDksw9hRnFBbUQqPPPIozp49i1tvvdUcn1kebowRyLNB0ZyRlVaMe3ncw/GZaRw8eBATExOYX7iEEydOYG5+HkkYwXeUodvYq9h7nJSZEALC8yB8H0EpsApSCGGRArV6DWma4vz58+h0OiiVSnaDqFarOUvTzb4XWcLd+CZdM8GrfN9HvV6H53no9XqIogj1StOe3/d9Oy+k8IsVWUopTExMYGpyEh5TiEYjcMExHAzR7fUQxxHK1Qbq7QlImaI9sx9vmZoxn9WusFKAJwVc8m2XdzNKEwzjCKPREKNRiNFwiJBa6sYJWpPTOHb8OGq1GprNJtI0xf3334/z589DKd1xNEkSHTuemkSSJvBLAfYfnEWnN7AKntAEpByBrNskIRZe97rX4c1vfjMmWi3IJMUDDzyARx55xMaDt2NBSiWB4eWPA3a50hRC/7gxPSuM2QB3LoapKA5Ih7Hcv6+UFM93vZSnm2neyrF0vGvRra2tod/v49ixY6DeK7VaDUCmFFziWlcJpmmK+fmLeOihB22lEOCwsrOM/dvd8cdhGkkZu8mVUqmEY0eP4uDBg1BK4WuPfw1zc3MYjkZIwgiRsfTo/MXwgXuduQyz4CiVy3jNa16DG2+8ERMTE5ibm8PExAQq5QounruIr33tazZj7vZsJ2tzXDtbtyvjuOw6bTytVgv1et0qP0oG9Xo928WTrFg6fxiG62BUnLLdMkFqEAJRFKPX65pr9hCUKphbWEAYpSiVy/CEB8YA4XnwhY9AcdsWI0eXB82+n+ZCQsx6It1eD0tra2CMoVaroVarQUqJb/3Wb831/iGlWC6XUSqXwRnDu9/9Q0jirNup7kWuk03FkMloNEKn00Gj0cDBgwexf2YGzXoDN954I+644w6MRqPc8z3umXdFSonhaIj/7/d/97JrBtjlSlPfvvHsKIxAaYwV9ClR248BOa/7ZftSXPTjXt8pQoTBtPhJERL+sVar2Qy6xfoBGme3bo/Si//SpUv46/u/gqWlJbTbbWtpbUXGKRWawzRNIYTA0SNHccutt6LeqOPUiy/i8a89bvpkS3i+B67Gx6nc18iKcfGCijHL8l0uly1KgFicTpw4gWeeeSanSFxLstjzm+aUuieSsgOymCe54wcPHkSz2US5XMbLL7+Ms2fP6pr8XleHDsyxZMHS+YjWjaxeC+OBznarQpvamZkZTE5PIwwTdJa7GI5GqFYTBH5gFbLvp0iYZ4lW9P3Q1VuMAZLpxJBz16zFPBpFOnRjukkCsC5zuVy2PaRo3mhOdFKvDiECnZnXNyxHtsEUrCcTRRHm5uYgpUSlUkGpVMJoNEK1WsWdd96Z2xiLMcwiqJ6eiU638w2iNDcxv2lxZD/0Rt7SzH0G+IZCHFFCgly/xcVF+5CdPHkS7XY7l3Sg2BznHEyu360pRjdvHmgAOWvzSsR1ZycnJ/HGN70RR44cQRRGOHHiBBYWFs0xpipFZWQQRdkIG6iQuX7ud1YqFdRqNZw6eQovvviinTPP86zFSccXf+j8LrSGjnUV7sTEBA4cOGDxr8899xy+9rWvaQUrdKM5Oofbg5zOKYTA7OwsDh48CM/zcPHiRayursJzrF7PE5iYmESl3kC1VseFsxcwf+GSjYf6ng/OmVX0zGnh624QnDOkSLUra++7Do/FcYxRGEJyhqaBkxGeljGGUrlk6uOzc5K1niYJ4iQFkL8/7twKCVP0MLIJSvJsPM9Dt9+xFjltsPRZN4ZO7j8JeTBFPs/NZHcrTZka/BhJliWnxJCCAmMcSmVaM7+IWe5Hb6xOtl1l8AYQbc9GmpXnuyfq05vQwTXUyEWL6nLHkHieh0qlAs45FhcX8bnPfQ633367fdDICqAMtwvnKO48FAtdXV3VbqMCVCoReFf3iNHmV6/Xcdttt+Ho8WNoNBo4ceIEXjh5EoqqaHieDb6I0XTngNz9nFfAdTM3JRXC0QjLS8toNOpgAJ584mtYWVmyWd4oHmmYi8WSclCc3IIX7D8SUnLbkRGkSM2cttst7Ns3g3q9hvPnz+Opp57E0tIiAGAUh7ahG2cGKsWpXlthMBxBcIE777wTN910Ew4ePIhTp07hK1/5CgLfR6VcRrVaRb1Rx51vuRPVWgXD0QCnX34RL596ATJNNXmKNiS1khUeOPcBxsEYzDg1JIwLDjAJ29qOrGyjwBMp0ZhsWpRCGIZYXFy0MVsNd9IrSXgeSkGAwCjXJEl1nNx4iEplZC6MMbDUSaApvUGXKyX4gQ5bdDoddDoda3271nwxBOc+E+QF9Qf9LT+Tu1tpKt1W1HnFTDLPsESKFl72GcYc1WYgOcoeCw1/yJGXGaWpNiKjo68X+WSSGYONEFyhwbUV134jq9t9UIrvkzIk6MuBAwfQaDQgpcQdd9xhM87k4rlWHzOxKTdGZRMbYQQuFZBo2AszlSeMMc2+AwG3+99m10cJj5mZGdx2222Y3rcP8wuX8Fdf/r8YDAaZRWJwiu58uOcuhk3IErbvA2BSggMIB0PwRhONag0vv/gSnnn6ScRpH4BEKpXemzlM+IdDSQHG3Qw6z84JDqb7cIJBIZUSQnCkSYR6rYJDhw9icrINzoFnn30aa50VxEmorTwkYExTrwnGAZUAqVZOSaIwHEQQwrOlikEQQCmF5eVllDwfSb2OOArRajfQaNRQqQZYXlvAS6efR2ftAtJE93GymFEpkaYKKhWQSitmCQYwAcW01QuZQEljlTHdaZILjlJQgl8u4XV3vslakC+99BIeffRRa23q+YK9n695zWvQbDTQ6XTw8ksvod/vQ6YaEWNxuebZ8QohnlarhVtuuQXVaglxHOL8+fNYWVnBaDSyzy2JG0YpPgOklK9L3/OdLi4EKWdtmCJdlj/Yvkv/kONGMSJ9GJkR6xf5RvowU9abjHULSvFaxERJkSZJglKphMOHD1s8ZqfTsVlkiiVt1iOazkVtL9wJKX6CjcGObnReSrrceOONOHToEDzPw4kTJ2wtu/sp5XzmcuctCqfkkLFQKPH10EMPYWVlGUrK3HPjhn2yH3Ir3WIIDc2xbqaFUWm3+tChQ6g36lhZXcHJF07aGKAQupbb9vtGhvlgdoff+HoYdHhBCIbDhw9jamICHMDy4iLWVpYBpedOpanx2BRkmiJNUsgkRZoqxKnUfe2ZgFSGLFpJSBlbjCjFJoUQqDUb8D3fZs3PnTuHubk5LCwsYDgcIoyz0tPjx4/j5ptvxuTkJEajEZ5//nlcvHgxh8aguHOSJLrkk+4V53jzm9+MW265RUO0llbxV3/1Vzhz5ow9v7tpjkMvuPFtisdvVb5ulWZR3PgVgLGesjLmYDEe+vUqbkaZ2IVarRZOnTqFIAhw6NChnIWaJ71YPy8uddxms7adOeWc4+DBg7jtttvQbLXw8ssv46mnnsq52q/UPfJ9H41GA1NTU2i1Wnj++efx/PPPYzQagQtYCjv3OsizKcYz89e6nsyjXC7jyJEjlkLvwQcfxPz8PADYTDnnApwZb4q8FsCyFG0mEgphFGFqso3ZffvQbragkhRnXnwJYX8ApgBhxqqLgBQgJVSaQqb6O3UHS+NNgHrR513f1Ek21Ws1zM7Oolwuo9/vY2FhAQDQbrfh+75msYpC9Pt9hKG2pilGTNlx917S8xSGIZIoswTdJBqFli5duoSFhQWMRqNcl1wAFrq2EcSNsTFhtU1kVytN98LHvb6hcLahJTruO5y/sBN1qLtQryRj7/s+lpaWMBqNcOzYMczMzNjEgouTK84TVXvQe/TgK6Us56KLyzQHblZnsC4B0Gw28drXvhaHDh0CA8OjjzyC+fl5a+VcjcJ0kx0AbNacEmBPPfUUVldXkcV61n+WgWXN45z38sdlUBuSVquFQ4cPY2JiAnEc47nnnsuBs6VMwaEy3n0nvkPhjnFzZy3+NEUYR5iZmcHM9AwqQRn93hqW5xeANGNtkgbWk6apJuRItaUpldJt0pXSvCxc6OtQeTKRyFSG1Wo17Nu3D+WKhl+RIouiCJxz1Go1+KUA5aRsFR55MaR43aQTAAtRMhcHmWp3ulKpoN1uW8/n3LmMB4AUrasX1ieF11P+bSdZ+XWhNIHxQd6NZOPqofWYrsIHd3RyfbsKk1yX4XBoiYJ938ehQ4dQLpdzD9u4cxZdHYKDwPmcqzT1jg79/mWug2KZN954I44bsPSpF1/E8ydPot/vW/jN1YibHQaAG264AcePH0er1bLWEC1mxtLx88A2e56yeLqb7SYr89ANN6BSqeCZZ57BhQsXbAhEn5ZZkozCCW2sftx3uc9ApVLB4cOHMdluw+Mc50+fxajXB9LUROnNyI1CIktW0HPOFAQYhMd1PTnjkBBaoZofAvaXSiVMTk2haqy/CxcuYGFhAf1+P6vw8j3NPcA5ms1mLkbuxhgB2Ptrk3YK1hKt1+sWcQAAly7No9frWVfePYc7N5vdo28YpYkNL3Z93PFKLZLMmuXgXO1srblNIeswDENMT09j//79OSgIVV64Ndp2V1b5OXYtTcbY5kHcTcSNm87MzOD222/HDTfcAKUUHn3kESwuLNis/tVI0fKYmprCbbfdhtnZ2Yxk2QjnHGDKxi2v9nunpqZwyy23YHJqClJKPPHEE+j1ernvtFJ45GjWLzeKJElQq9Vw4MABlIMSouEIp0+9iGQUAol2w0GxvFS75hq9btx0m2TVVraFNjuxQYpnUlnt1NQUmq0WkiTBuXPnMBgMLACfc44SyuCGRT4IglzhAj1XboKOjuNcZ/jJMm02m2i322g2mxgMBpibn8doNMpBi66l7HqlCaVshjsT151ihg/Q/G0SOxvtLMUcRXacZl+huGfuM+6HNlQWNKYrV96vtNDOTiQZRHLhKqWi0txsLBS41xOy8Xg3mwF68Ov1Om666SYcP34cQRDgoYcfxskXXkBq4qo0xlfCPWeM4eDBg7jxxhtRLpdtvI2O4Zzr7Hcu2WNEYdMAY3F8nudhdnYWN910E8qlEl4+cxonnz+JJE50HNHRm27yx34VmEWxbSbC08Qp1DF04cJFLC4s6NigizQgq5ESLVI3OZNKEx2niplkENc/wgPj+aqnNE3RnpjA/v37USmXsbS0jPPnzmtvwdcZfQXdpRRmDompyoUHZbC2bM7ovVKpBE/omvSJiUnU63WUSmXMz1/KZec555DGur/y1ba57GqlyZgEZ2Z3ybmmm3AYKgYp1+/VetKhYUMKpupBL35yY5SUSBHZWFbmmhkLbBPjhzEBsDyxQ25YY+AyG/297pJc93eD84yL/1EsSQiByclJ+xk6zziYhv0delG5rk0YhhgOh4jTBPA98HKAlAPM96C4ds0FF5taoUqmKPkBpiem8brbX4+ZmX3odLt46OFHsLyyelUJIFcR0rjTNMXk5CRe+9rXYnJyEpxz9Pt9m4zJsuHZlTuj1ZhFlYIpJxxBzwxjABcmMqkVQL1et3yfaZrgmSefRK+zCq4kmJLgkjuJHg5lMBtgOnaaKok4lYiI3MLzwD0B4Xu67NCMqVGt4/ANN2Ci3Ubg+Th/7jyGgwHSJIXHGBTjSKUEpP5eQMeaFQck0wzuEkBqAFOpwUeyVCIISlmfIM7gl0vYd2A/qo06SsLHhbNn0VlZhYoT+IadKk5iJM6zRZsy3U9PePC9cpY9TyQkIyvUgy84BNNVazPT+1GtNMCZh7W1LgbDUNdTKwmV6rUplZ45IcS66rWrld2tNCFhSL3Wvc7ZGFcHtNjzjz7tbgwMisDrrkVpLYysN3S2lWWftQD4dd/pWrDrEwYbJbNeCdnsPK4ipZYWrmJxx5QLmCsFVXAbKaCvlAIYg+Kw/I0gMhVnejaKA3rCQ7Vcwe2v1W55qVTGE399P06fPYvEZOU3UpabKdHN4rLHjh3DjTfeiEqlYjPYrVarcNwGvxvLjxmQb5ZiVNm/PGMwpxYg5XIZS0tLOPn880iiGExKu6Fki5xlRcI6MKqTM+bJZ/SyGUOaElwoRavVwpFDh1GtVNBZW8NLL76IwWAIXzCdFQcs2B5mnNnNYdpoYNnfMBskN0dlik+BeQIz+/ej0WwgTRLMX5zDsN/XbUJUCu4xeEJAKmmWTD7mqOvMFZIka01Czxvnhncg1a8J4aHZbKFcriBNJRYuLUIphXKlDB5xuxEi1cksbp7HzeLO25VdrTTHJYLGHZP7G1ks3T0my4aOV7bkCioHEDvuO3dayPNyyvdqY3Qkrqs1Nja3ReGc4+jRo3j961+Her2Oc+fO4dFHH7UkDFAqr7Uc2c61kFU4NTWF17zmNWi32+CcY2VlBdVqNf9cbZAAAxzlv8k0kyIIggA33HADZmdnLfhbu5bQ9IXm3HR2SpqNHT/9a6NOuoyUcw7BOA4cOIADBw5AeB7OnT+PpaUlzbTu6bYVG98hF0ZF+1wWzyUvTioFlSQAZ2jW65icmECpVLJM/UopG7ckso7i4qD4tZQSqWk94rb6yBkVSs9jva57T1WrVSSJ5gQlKkA6PjQcpFLKDZ+Vq5GvW6XpKgs3aWCcrTGW5vrPjZVN4nomZF44nI53R7C5Kz0um3c1ym3D+O0Ya3JcaGCzzcF1c93A/mWDbhuMrdFs4A1veANmZ2eRxAkefPBBvHz6ZYsRVZdJAG02T8Xnxfd93Hzzzbj11ltRq9Vw7tw5vPDCC7j99tvzDEmF5wVwMrObxBdtnM0omqmpKdx4442oVqsYDAZ49tlnMRoNbamqMpAad243lqzMULMaaUb1SrmMqakp3HrrrZianoJMJc6dO6c5QnPhlY3vkH4uFAgtokMPAGMKRMGopESSpgBnaLdbaLVbKJfKODN3GgsLCzaswzm36Azl64q5cYgXOSa2lfN6zL+VSgWTk5N2DhcWFizCgeLcLu8BY8zyJIxbU+OgepeTKzcJdoIUYnnuAqbmWVShkvtZd5ps4oo/OSkozGJCYDOALFXVuN0RixlgcnleyaRPsRJCX8bmvWvGjWNdEsj87ZIK93o9DQR3sqG5z2wiVOt+0003aVe5WsWLL72Ihx56COEofEUteO3mCTSbTdxxxx1otVqI4xgnT55Ep9PJb7KFBe7Onf43O28xtOH++L6PG264AQcOHECtVsOFCxdw0VhklB22SRDzGe583r2PjDHqSAGPcZSEB0gFlioEwsPNx2/EsWPH0Kg30Ov1sLKyAuEJ2zeJM7P5FO5v6pBZKOX0PcL6OaDffd/H9MwMWs0WhCcwPz+Pfr9vW6MwxpzeT9lzMS7TTa+Po/SjOWi1Whau1Ol0sLa2lqM2XDf/oB7wIvdMjgvTbFW+LizNyyVO8gkM83dhjjKrYnPZ0KJlxlXa5uq+koTGlcp2vme7ilsplVUDsfWW2eXG5XkebrjhBrz+9a/H1NQURsMhHnnkEayurloGnlTKTc+71TETrOr222/H4cOHUSqV8MILL+CRRx7BgQMH7CK0iorLzXJXel6dEE/xPakUarUaDh06hH379lk2826vR0c559l87FaBCgEe63gmlLb8PCEQeD4OHzqEfTMzkFJieXkZKysrenNTCqlMgCTRWXKT3HFbceivF7ADscbA+o2ALD9yl8MwxNmzZ7G2tgYAOe5RpRRippAqad11Ogdl74uVOs6NhTLPSLvdtvyly8vL6HQ69p4S/MmtUuKco+T5lsjDDQFs5I1eTr4ulCawntDWlVzDJYy3CO0xzAVej1MymWZ0bzBjHILT++5n6fgr0Ki7SJRStk3EdkVKiVqthptvvhnHjh1FqVTCAw8+iKefehqAZsRJTdxL59I2d8E3EqowEUJYwod2uw0pJZ588kksLS1ZYD8pTNu/+zJKk6qCimEXxjTsZt++fThw4AAqlQrm5uZw6tQppClVWyn7/1w8c8y1kdL0fR8efFTKFQR+AMG0BVmv1VCtVFCrVjEcDnH23FkMBwNEYQgPCpASXKbgihiDUvMcZwYFcyBUuq+PDga410g/jUbDNtHrdDqYm5uzbjGNmaxKxbMNi0ogSVzA/Ng8RJqC+z5arZYF1C8uLmI0GuWOd4seLDuUIYMmKjmKsxJNnPY+t77N72qlKdPMxc3FuorBewUoUoaMgbFC+tzJe+u8JDfxHIWM7wgma0wKsCgKCilsjSAjPCjMpwtUZCpfvjU2HDDuWy5zzEaxUff3YqJmXEy3uPgLH4A2rvI4SQqFaLdovQLJj9PNkDIcPnwIt9+uYT8Li4t44KEHsdbtgAuOVGaboncVSSYSqno6evQoyuUynn/+eTz11FMAYC0RwGk9K7UlZCnRlElGKWTXqicG2iLjJsTBwBRHUCrh2PFjmJ6eQioTvHDqeczNX4BEAsU0/hNKeyr2d2jCXyYBrbIkoPT3eBzwuAfu+ahWqygHRmkCmGi2NAlwEGCts4rzZ04jiUNwSHjCbAKS6Z71pguaTBONOIHBISsOzgFusuPkmTHGACEgOYMQHAwCjVYTrVYLpXIJ5y9ewPLyKpQEkjQFZ7p6iDYH6cH2u6fKIGC8lecmZwFNYFIplTDRbqMUBEiiCIsLC0hNyIs+o5Ryave5dc+Z4AZfKiCkAk9i8ERAJqlN7m5VdrnS1BCLdYtznc5UNigPwOyklPWk1JADGmIqw18iKzlTWvvmDEbGKEgOKJXoMzE6nmU2ph3QegV1tTFMOreLfRunMF2F6MZ/NpJxMc3Myli/dViGI2Ru5LjwA4PSyjBNwTlDtVrFG97weszO7keSJnjksUdx8tQLOmlAn+UZXvFKhJ4RIQT27duH1772tajX6wjDEE888QRWVlYspRhZRzT+NC0sLEfBMaOsMu8DYMxgfZWCED4mJiZw5OhR1Bo1dHtreOKpxzEYdQEoKK4cZyQDmetUGgMTGYRJGWYizgxVHBPwPU8zNDGdPa9UKqhWq/AFx8VzZ3Dh7GmkcQguJRSEUZSGgR0AGIcBZ9re6FxpGrhUAiw1vpnSg9SfkwAX8PwAE1NTqNZrkErh/PkL6HX7AAQYoGnmlIKSeu3IVEFCV5m5MU3t5WWegPt8Urw38Hw06nW0G034XGDQ62NteUUrf2VwpIVYKLnk4Byp0vNn+8ALofGqXIBJBf8bxT2n2MS4hV9c8Hbn4txmAwEnxpl90lpQNjDvvOf+uV7ZscKaVsh90Q4XUqxX4mLbunPgsjFNqRSEmRfqoHjzzTej0Wjg3NlzeOSRRzIqOqF7YQtomiEOfkXZS7o2sjKJkOT06dN49tlnLYP9OMgUg3lunKRMMdmQPRjZ5kLYzEOHD2N6ehrVahVPP/0kLlw4DyEE4jgqPLvMZqxtYqjonSD/RNo5NQqD2ObTNMGLp15Et9NB2dNKXAJQiq87AwPy17LJzVNmXHEc60z21CRqtRqiKMLFCxcwGGjSEa0A8/FJat4WRZGNf9vNXOU32jHfjHqtjnK5DM/zsLKygn6/j9h0wyzGMTd7ll0DwPM8cDCkcuslmLtbaSq5bme6nDCVjy0W3WJ9k/OfcRVuUcZZY7tVrjR7T59zleZmC48eaqojftOb3mR5FU+cOIELF3TnwiRN4DHT1ZFrBSLW5/C2NcZ2u42bb74ZExMTYIzhscces4B2Gvt61AQsbGjsDx1k/qWPe56HZrOJo0ePot1uI4piPPPMszYOZxnxzTUxBVsDzgEkqVzX73sjcVuSlMslrCwt4tyZs5BJikRK+DxjlmfarHOuj/CXmxOp6M9LO0eNRgMTExPwPA+DwQCLS0t2DnVYI1ufnGlrkxSb7uuUR7S467h4Dxg0UQclgfr9Pnq9nmZ89/Ls7LnzjlGc9lgT8+Q22bU12d1KU67vBzPuoc6xjisJrsbDYTZTmABNrMoSi+se6PUTb78HV7jar7EUN42NHtrig0juKinAOI4xHA4t1RgT2TncsAEzbqQ0EKPbbrsNx44dQ7lcxlNPPYUnnnhCk90yXXIplQJTErpvjVFeV3itQggcPnwYhw8fRqvVwksvvYRnnnkm1zbWdQut1amMQnGeKZorUpqcC9iouGTgTPdbP3jwIA4ePIhKpYJz587gxRdPaUYhIIPhmKnmSrv7pEAZVxoLiYzL1FZdcZmzEAEN6q5WqwCAixcuYGlhESqVSFKtoKU1Y4XOB2hHOx+zBMXaDSSJAUzpDUspiTRlYGZM7XYbk5OT8H0fFy9eRMeB/7hJNwrn+NwHFfC5bnQxrORek+VmZTrpVC6XAQArKyuWuZ+ew6KVWjzXuEQTZ5qMZzuyq5XmuFgdSXHxW+Wn1ivK4mc2/sJxStb9nvUcfuZjO162ZV3Sw41szpIkyTCxUuqSv41itiZYv3//frz5zW/G1NQUut0u7r//fnQ7XeOWmkPtjzKL98ot+qmpKbz+9a/H/v37EYYhHn/8caysrDj0b+M3X4zxZDKFSTFtZhafJg8W3EO9XsfBgwcxMz0NIQROnTqlITKMiHRNu11FqUJYMg4OaOylzCy73BjyDpM1DEqlEgDgzMunsbaygjQKUfIEgqCkizoYoDhDSqEjcw7mnte5Rs45FFOQynAHiKyV8tTUFOr1Onzfx4ULF7Cyurouju7G8oUJEzDGcrR+tHbGeX0USxVC1+1Tl8vl5WVtsY+BKY2dr9x3Ibc2i997Ofm6UJr0uxtz2shtV/rg3DlcYZuCLcffVDc5spulaE0CW1dQFNOkeOblPlWtVvFN3/RN2L9/P5RSePzxx3H27NlrZo17nodbbrkFs7OzqFQqOHXqFJ555hlLf0cZV2CbSplp1zEDbmv33PM8TExM4ODBg6jV61hdXcWpU6cQRXEOqE7JHffHnpplSIfLjYliwEEQYGV5GS+9+CKSKII0pY5pmiKB4crkCpIxMNPtcp048UUB7ZIrB3CSJAkmJiYwMzNje5vPzc3Z8kXXLabxK519goKy7Ei5r1QZgQzFg12hFiRBENjyySRJwEW+gd64mOhG1mcWWtme7EqlSZNAQWdXsiA9LOwll4nT5tG6c9FxQnjaYhjjhinGIB2mIqt8mS6V41zkLJa8pekDzMOVaoWN3GZ6z2Z5rdJzj1WFB0tk5XAq2+nzn1/vjtJCkGkKlUpwBeuW9wcDy5gtlbLgaWq7GprAv5QKQnAcPXYMN998MxjjOH3mDE6ceACDwUCHXGj80OgYfZEKYFL/fQW7kxAejt94IxqNJpaXV/DAAw9iaWk5F8OluOxwNMJgMEAUxVlWlmX10JmFaTZpxuGmvhgDPF/3yqk3GhgNhzj5wgs4e/acIZEwDcMgrfej7xIy0xo6YZYYJZJKhTSVSI1rr5gEUymSNEUYReh0u2i32xgMBjh95gwuXJyDvg2aDCOKYkBoRiPFBVLBwJUAo8wy9P1KlQJLNSA/NcmjjCbOzBM0wXG5XEaSJLh06ZLltFQps3OapAkEF9ZziNMEqUpRKpUQRRFGZp5Ho5EhEI6RptI8mwpKZYTMntCti6M4wigcYX5+HkNTgkrwNaU0OQpZn0Xyj+K61C2J9SZHZZxbsTiZ2m7UfwfIiy++iJtuuunVHsae7MmefJ3J2bNncejQoU2P2ZWWJnE/njlzZh2F106XTqeDw4cP4+zZs2g2m6/2cLYse+O+vrI37usrSil0u10cPHjwssfuSqVJcRIq3t+N0mw2d+XY98Z9fWVv3NdPtmqA7W6Woz3Zkz3Zk+sse0pzT/ZkT/ZkG7IrlWapVMKHPvQhi0nbTbJbx7437usre+PeubIrs+d7sid7sievluxKS3NP9mRP9uTVkj2luSd7sid7sg3ZU5p7sid7sifbkD2luSd7sid7sg3ZU5p7sid7sifbkF2pND/2sY9ZDsa77roLDzzwwKs6nr/6q7/C3/27fxcHDx4EYwyf+tSncu8rpfDP//k/t4217rnnHpw8eTJ3zPLyMt7znveg2Wyi3W7jx37sx9Cz3QqvjXz0ox/FN3/zN6PRaGDfvn343u/9Xjz33HO5Y0ajEd73vvdZGrDv//7vz5H2Arqc9V3veheq1Sr27duHf/JP/gmSJMG1ko9//OO44447bNXJ3XffjU9/+tM7eszj5Nd//dfBGMPP/uzP7uix/+qv/uo6jtrbbrttR4/5moraZfKJT3xCBUGg/tN/+k/qqaeeUj/+4z+u2u22mp+ff9XG9Od//ufqn/2zf6b++I//WAFQn/zkJ3Pv//qv/7pqtVrqU5/6lHr88cfV3/t7f08dP35cDYdDe8x3fMd3qDe+8Y3qq1/9qvq///f/qptvvln90A/90DUd9zvf+U513333qSeffFI99thj6ru+67vUkSNHVK/Xs8f85E/+pDp8+LD6/Oc/rx566CH1tre9TX3Lt3yLfT9JEvX6179e3XPPPerRRx9Vf/7nf66mp6fVBz/4wWs27j/5kz9Rf/Znf6aef/559dxzz6lf+qVfUr7vqyeffHLHjrkoDzzwgDp27Ji644471M/8zM/Y13fi2D/0oQ+p173uderixYv2Z2FhYUeP+VrKrlOab33rW9X73vc++3eapurgwYPqox/96Ks4qkyKSlNKqWZnZ9W//tf/2r62urqqSqWS+u///b8rpZR6+umnFQD14IMP2mM+/elPK8aYOn/+/HUb+6VLlxQA9aUvfcmO0/d99Ud/9Ef2mGeeeUYBUPfff79SSm8YnHM1Nzdnj/n4xz+ums2mCsPwuo19YmJC/cf/+B93xZi73a665ZZb1Gc/+1n1bd/2bVZp7tSxf+hDH1JvfOMbx763U8d8LWVXuedRFOHhhx/GPffcY1/jnOOee+7B/fff/yqObGN56aWXMDc3lxtzq9XCXXfdZcd8//33o91u4y1veYs95p577gHnHCdOnLhuY11bWwOQsUg9/PDDiOM4N/bbbrsNR44cyY39DW94A/bv32+Peec734lOp2Pb4l5LSdMUn/jEJ9Dv93H33XfvijG/733vw7ve9a7cGIGdPd8nT57EwYMHceONN+I973kPzpw5s+PHfK1kV7EcLS4uIk3T3OQDwP79+/Hss8++SqPaXObm5gBg7Jjpvbm5Oezbty/3vud5mJyctMdca5FS4md/9mfx9re/Ha9//evtuIIgQLvd3nTs466N3rtW8sQTT+Duu+/GaDRCvV7HJz/5Sdx+++147LHHduyYAeATn/gEHnnkETz44IPr3tup833XXXfhD/7gD/Ca17wGFy9exK/92q/hb/yNv4Enn3xyx475WsquUpp7cu3kfe97H5588kl8+ctffrWHsiV5zWteg8ceewxra2v4n//zf+Lee+/Fl770pVd7WJvK2bNn8TM/8zP47Gc/axuE7Qb5zu/8Tvv7HXfcgbvuugtHjx7F//gf/8P27PlGkl3lnk+bBlXFzNz8/DxmZ2dfpVFtLjSuzcY8OzuLS5cu5d5PkgTLy8vX5bre//7340//9E/xxS9+McdaPTs7iyiKsLq6uunYx10bvXetJAgC3Hzzzbjzzjvx0Y9+FG984xvxW7/1Wzt6zA8//DAuXbqEb/qmb4Ln6fYNX/rSl/Dbv/3bttHcTh27K+12G7feeiteeOGFHT3f10p2ldIMggB33nknPv/5z9vXpJT4/Oc/j7vvvvtVHNnGcvz4cczOzubG3Ol0cOLECTvmu+++G6urq3j44YftMV/4whcgpcRdd911zcamlML73/9+fPKTn8QXvvAFHD9+PPf+nXfeCd/3c2N/7rnncObMmdzYn3jiiZzS/+xnP4tms4nbb7/9mo29KNRLeyeP+R3veAeeeOIJPPbYY/bnLW95C97znvfY33fq2F3p9Xo4deoUDhw4sKPn+5rJq52J2q584hOfUKVSSf3BH/yBevrpp9VP/MRPqHa7ncvMXW/pdrvq0UcfVY8++qgCoP7tv/236tFHH1WnT59WSmnIUbvdVv/7f/9v9bWvfU19z/d8z1jI0Zvf/GZ14sQJ9eUvf1ndcsst1xxy9N73vle1Wi31l3/5lzk4yWAwsMf85E/+pDpy5Ij6whe+oB566CF19913q7vvvtu+T3CSb//2b1ePPfaY+ou/+As1MzNzTeEkv/iLv6i+9KUvqZdeekl97WtfU7/4i7+oGGPqM5/5zI4d80biZs936th//ud/Xv3lX/6leumll9RXvvIVdc8996jp6Wl16dKlHTvmaym7TmkqpdTv/M7vqCNHjqggCNRb3/pW9dWvfvVVHc8Xv/jFrD2383PvvfcqpTTs6Fd+5VfU/v37ValUUu94xzvUc889lzvH0tKS+qEf+iFVr9dVs9lUP/IjP6K63e41Hfe4MQNQ9913nz1mOByqn/qpn1ITExOqWq2q7/u+71MXL17Mnefll19W3/md36kqlYqanp5WP//zP6/iOL5m4/7RH/1RdfToURUEgZqZmVHveMc7rMLcqWPeSIpKcyeO/Qd/8AfVgQMHVBAE6oYbblA/+IM/qF544YUdPeZrKXt8mnuyJ3uyJ9uQXRXT3JM92ZM9ebVlT2nuyZ7syZ5sQ/aU5p7syZ7syTZkT2nuyZ7syZ5sQ/aU5p7syZ7syTZkT2nuyZ7syZ5sQ/aU5p7syZ7syTZkT2nuyZ7syZ5sQ/aU5p7syZ7syTZkT2nuyZ7syZ5sQ/aU5p7syZ7syTbk/wdi7ou0qWRdKQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img_bgr[:,:,::-1])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "36407484",
   "metadata": {},
   "source": [
    "## 图像预处理"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "c3172ef2",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 尺寸缩放\n",
    "img_tensor = cv2.resize(img_bgr, (256, 256))\n",
    "\n",
    "# 三通道的均值\n",
    "mean = (0.485, 0.456, 0.406)\n",
    "\n",
    "# 三通道的标准差\n",
    "std = (0.229, 0.224, 0.225)\n",
    "\n",
    "# 归一化\n",
    "img_tensor = ((img_tensor / 255) - mean) / std\n",
    "img_tensor = img_tensor.astype('float32')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ae59ca3c",
   "metadata": {},
   "source": [
    "## 推理预测"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "a89f1995",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Result(id=91, result=None, error=None)"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 装填数据\n",
    "# https://docs.aidlux.com/#/intro/ai/ai-aidlite?id=_5setinput_float32\n",
    "aidlite.setInput_Float32(img_tensor)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "0a2a9d20",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Result(id=91, result=None, error=None)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 推理预测\n",
    "# https://docs.aidlux.com/#/intro/ai/ai-aidlite?id=_7invoke\n",
    "aidlite.invoke() "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "b4ab6624",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 获得推理预测结果\n",
    "result = aidlite.getOutput_Float32()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "58b2bf52",
   "metadata": {},
   "source": [
    "## 解析预测结果"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "33a57f91",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1000,)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "947498fe",
   "metadata": {},
   "outputs": [],
   "source": [
    "# # 每个类别的 logit 分数（非置信度）\n",
    "# result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "b072b250",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 置信度最高类别 ID\n",
    "pred_id = np.argmax(result)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "6a087441",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "284"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pred_id"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "26ad7e87",
   "metadata": {},
   "source": [
    "## 载入类别名称与ID映射表"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "b9f2a2cc",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 英文类别名称\n",
    "idx_to_labels = np.load('imagenet1000_idx_to_labels_en.npy', allow_pickle=True).item()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "e4508ba6",
   "metadata": {},
   "outputs": [],
   "source": [
    "pred_class = idx_to_labels[pred_id]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "243b254c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Siamese_cat'"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pred_class"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4d1a1677",
   "metadata": {},
   "source": [
    "## 将预测类别名称写在图片上"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "53f94761",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 图片，字符串，左上角坐标，字体，字体大小，颜色，字体粗细\n",
    "img_output = cv2.putText(img_bgr, pred_class, (130, 150), cv2.FONT_HERSHEY_SIMPLEX, 1, (255, 0, 0), 2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "33e681cb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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ojA8JbnqvfXC0aS0qIcFhIaSAC7xBKYU3xwWY4Aw4q9Uoyzx6mUmDpHvQoUEmNAk4mg+pBSCSpX7T+iEBxQ+l+XyOxWKBosjhnMdLB4MBrLWMxiSRZZ1oXtI81YcdoFR933qdy6idArWJzgXYNQWIa8Jf19Mu2+ucf4ff1487GnPXVj6EECiKojH+tHd5f+prNmltq7DNui+3zPPrtsNOLHoPaHqLSVukzVBVFcbjccTxSHvimkh70hw8VnaYedEWekAtfLgAoA2SpmnEIfl324KTBIAxFjs7l/HUU09he3sb69tbkAHX6XQ6DfyU+s15nHwz8c3PT3H6Phfm/Dnr/gFnzpzBoD/C5ctXcenSFVw4fwFaX4UxZCrZxiKn+3mYg66jIISFcz5yiAs27n1N0wTGaAACSvl+VpWfy04nhRDLTgIQ71A2tXt+GNDv9KL7+uddHTXDHUjckUj/lmUZzEaNJElgjMF8Po+cQ3I2CSGZJdMUdF7j1VHLp1YrBqsdqEe1xq6HBbbvsUrICuExUIH60OPruE3DAmqlgvNgr6X9tjVgOshrJeSW0PyStVVAc57nmE6nkcxMdBNgWYDwk9DZ1SZ5e9JXncRtpw9peEmSLPEB20Kzvg8AWFy6dAnPPfcctk4cB5Ll6IpaOMmGo+Iwc46+2z4kCGhvPyuFnqZphm6nj7W1DWxsbKHX66Hb62KxmMRwxLZJS/2qf/bP5IVDHVaXJEnUbInBoLXnUna73YgTeqHZAaAghIxmLoCIpw0HQ6Rp2rBKSPMBahqMlDLCEACi59w7o+rn9++ZuHGrqmpoUFxo02cJZya6kZSqQU7nGLsxBppZI9ySIsFsbb2ur6ctXqu1LaSjfjc6eQBI0VRWpJTIsiyuIW5ak4LStqoOM925Rs85q0CN9d5ou6mF5rIpyt+rf26fdvwkW6X1CVFfIMabO7+4ZzMftz2fzzGZTKKWSdfiZv7yCQfQRvCaDRcyzbBA3h8y8amRNrPqVF7SVuP9/fhY57C3f4DPPfkk1re3cEe4rBQS/UE/UmK4AOWLtW2+t82cOBfB+9ygDTlPMakFXgdZ1kE3hPgNBj1sb29iMjnAeHyA8XiCxWIOa13QIiXbNP53b277uPOyqFCWVUNjpA1ijIazXrPs9rqYzeYoSz9vcMAizyGEF3rT6TTyHweDAQaDEbq9DmzAN1Ui0e93vXYiHKzV0LqCUtLDN8EiqXSgXxEPBxSGGgRcEJK+7yWqqoQJc015CeC8Iw8QPk4aEonykEpVahR5GbXJvMhhg3OoLCtUlW6YuLQuq7K8pqXVXn/UhBBLpvm1BO6qtQxR05BWfZdbVIpZQasOZe5QvdY9uf+AxoCv2+s9R7vd5EJTQQgFvxhrk+N6z88Hnw+qEAIukDet1dF8ovDI+WyG2XSG8XiM2WyG2WyGsiwb16bvcG3HbxwBJciT5zlt1slo/knRPPn54mlrkNwkaVNG6LnoJLZSgOLl4XyseZokmBcLfPrxz3gy8h0WwgFpkgBpCilSSCUjUZm0HM4EaC8y/jt/X/K/tzTw2sR2ECLB8WQD6xt9jMeTCH3s7e3FMSZtjuCJthOkKivoqgoCwm+oLEshpSeHkylL80ljWBQF5otF8OSXmEwngevo0O11kaYdaFciL+cYz/Yxy6dQmYRMBWQqPG1K56iEASC8A0hXMMaC83o5tks/ax2SjQTnGeHfSkpI4fMgSCEhQ+IOJRSsBipjUDBOrD9ISdu04aDx48PHSgiBoigb66ftiGy3hhUk5VLA4WGm/dIaYckySLsE0PDm8/vR97mmSdflygnXIttWG1dkqLVx+VV9vVa7qYXmUduNmBIC9URUVRUjPvI8x2w6xWK+iEKTOI2HDTjdK9KC0F5U8YNLdBn+akeW8HhiHp3CTeWoDVovsEW4obVeax5PJiirCr1eL5p8ZI52u96jnnU70VGwyoF1mKDECnyWa6syUcsbSlAgQBfdbg/D4RAbGxvY2tqKQm48HsM7Obz2QeZpWZZYLBbQlQ7E8JqMzuk9QoiIGVpr4+fo+uTY6/d6/nrk1AlZpfJ8gTxfQFclul2fQCYLZjthkiSUVzn7uPlMZnxVNTc8zbdSClKoICw5Xoyg4VoYY4MWivCzCWb38lrn2rd1N26KrmpH0S5bX1yO8I4G0fW1PZormjtOp4oRSSvghnaM/RejXTau90V96yu4aa2jACNBURQFZrMZJtMp8vmioWWSVrnK3OEcSudcQ2g2zFkAlmm7wDJuyIUO15hWCbKokTqHRAoYZxmG5hpJLM6fP49erwchBBaLBbrdLvr9vs+K1PdmMy3QtpC8VmsLfu65FKoZx81DBp1DdD4REZ9wuNlsFjVEDq9UVYVutwtdVUiTNI49hxFWQRl0H2MMqsBPFQB0p4MsTb2ZXpRwxkIXFQ5292ErA1NWGA2GKPICiZTwIY5NodgOWiDskuas/kwziUUjIEC4BgujCY0ImJaWxaEUawWsrR1MXDM7Cn531HYtoblCZDa+d9iBzP/Ogy84a6QdSNG4L5uDlRDWEdufCqHZ3uztjcQXkYOLm7QoCiwWC+R5jvl8jtl0htk05KJcLFYuQL7w+T3bC4bfV0oBKQScaJq+XNhQ6CNRTEhYt00MvrFEwJCcoZOYsFNyahns7e3h7NmzsNZiPB5HgTkajbCxtRm5lau4hYdhw+2FyQU+jYVj3ltuHtJluNZLm2Q0GkUNjXNBSeiaSkcBzwn6NB7kGKH0azSe1lroooTRGqlUyPMCMBZTY2G1hnPAZDzG2WeeAQBc2rmERCq4QDFCwClJQLVj+VcJUz9OtROODkPSfoUQUDJZEgbxUAWWHBp8Dvy9TDwcVpmnhx3SvC3NI0TjGny9rsLkG43tO/4v7xe/L6dF0Wdp/nnUGncMtvczv+4qLJMcqNeDKHj7ihea1zpNaDE26CPaJ2EoyzLwBr3ApJIb9KJN2W5tbYHuI6RoJF2l5ifZQYraW82vxelF3W435hWlUE3y2EbtkmkkJphiStUCruZPOgjhUJZlzKQ/n88xGo2QZRk2Nzehw6bjcdWHLXg+pqsEZlOzbh5a7etxLJgODHqubrcbYROaAzpAtKo8j1A0E2dwag+Z7HxcnbVIhYQ1Fs5Yr11aB11pOGMhpUK+WGDB1kMMALAW2jlYt5yujt+brxd+iDhXC/G2xilF0hAeHKqxzkGbJt2GZ8/yDIWmM49ePKEIwQa8X+2f+Vp1DpHgThhsZIesMI2bF0B0AN2IlkcC8XrZiHhfVzmCePYnvh4bVlByeEReu33FC83rNW42WeujTbiwIuHkBxwNbQK4cQCZNCw+UbE5MrNa5lkLEyXNiGsHZF4St49OYWMMhDGw1muWpCXWi8VFfGw2m8V75XmOLMu8YCprik7bfGy3pYXY0pjbJtFh+siqRd0G++lfeqa4GYSEIQHKTDge5UTzSlpdmvqMITLxHNqqLL2HX/ikxhWAqiwxXxTMvA7C0RgYZ1GZ1TlROd7c1orqNaXioUTjWGtOEnA1zskPd0A0aFWr7sUFyCrzXMo6jJIfIuSt5nNN1yyLAkabxiHUnr/DmruxrRLvx+Eo6iv9/Vom9pKV11pTtH5ojo5qqt8SmtY21P00qfl4FOEDEK9udTkIakKIQ4UBIFi6f3jhLMi8TqBkFn4Ob8LFBdPt9tDtdiAgUORF7I+UClnWCRvHL6yiKCGFRCU8oVnCAUSeDgReAYEkIUeSg7VeeE4mk3hI5EWBRZ5DSYVBv4808RuKspYHb0NIwh3oMLxkBFZrnfUYHR5YwDWntlbONUWav6htAShsM+aYH0BKKWRpipRlgU+TxD+BNp4Mrg0kAFNpSAhURYnJbAZtHDucKDwyUIhE/TTtTcmjt6hfXHAr5eEWTuKPGLilsio+65GUEsaaEF4qYdnaIzOzvSaptU15EiLdbjfOKQkRilnnCZDj+rYO6hChdT3h03aEXqu1PeL0fBy7bfQrdgIB/qGbuoaFUf+5GZZ5FOfYTS00HSzqmGQHSq7ikRcy/VbzHvnipqB9MvV0VaEqSpS5P1WtNigWOcoQ20sTxrVNb4J7D3mdjjVQ0pSESpNY70VA+EkSxFmTPt7aWF8nJvwNkEizHrqdPoq8wO5sH8bYhqZSa0sS1oiQXk0CToVCGICCQwI6UWnxWfj/DJxD0MS8UEiSxCeIqDTW+gPsXrqCYbePXppBi8AfVAmUkrG/0jqP81kHIRHpSjdygjfNwJqI4r9LZT18og5/QEg45zV/PpeJkrFukHOdQP0xwcmUoJOk0dwjgZlI/x0DX99GW08MN9ZrkcYanzSjrFCUJfLSa5yWiQAl02hF8DXGhTWfM/rZ/ytCn7KoTXph5cN56S5kilvr+ZdwgFQpBOBhGOPDQBG+Rdg3gGiNkODJsgxbW5sxYqgoipURTbS222a6seFQDA69mPdIXMcR1KrDdK3PEg7Lo9HSNI3aJmdF2IY4Fqh5sfAHe1Bx26HGfL5wjb4s9e2GP/n/r03U/4ZzxztdXPsDzUZaAF+oWmsUnGI0m2GxWGA+n0fHw7VoN3SrqEmFbjjnAi/TwtnaXIjYIyxEoIz0VALJon2USjCbzUO9mRLdbhdJQkkbLKoqR1lW8bNJYoP26CNkjDWQQqLb6QLw3sfSlBCQUFLAOAOvOPp0Y7S5dFVhPp1hPp1hcjDGeP8A3awDZ2zMGp6mqc9DKnzBLeHg47kBWNEkEvNTHS1B2has3ASvP0PKbRPe4GR3axSkqGEIa22IKvJ1fvqdbmMjehK5hAlroShLzBcLTKZTTMPcF2XpX0WBsqpQ6RLaGj+fZLpWaEAvbZOQC0wSltQHMolJ2/M4OoWAKlDkjlIqHtI+nNdC6DqihXvJKcEKzSWPqqE+GGNxcHCw0qFzI04Rt2LeoqJwje+1NdP2nFOjg63f76Pf70cByR1qvC+HabFixfO0cXRByssNtptfaIbWmMBrU8UiPkKLjcLYopc8UIrG4zHm83l8cboDUJs8q05MbhZGwjvzjjeEiAOkc/Ekraoqmm+TyQRGGygpMRgMQsowj9nRhiPHCPWNE/LLUGStreEI4Yn8wpJZBgAsXty56Aw7ODjAYDCIGku3243PQRoN165Cnq9aZ2yZQu1dxcevjcVdCz/lWKcQAlZIJCpZcpwIIZClGbKWQ4CbrGRlzOfzJR5uGVgUxhpoa7xZLOrNtgrXo+uvEphcaPJQUyFELNzmuaQu8i/jAcsDMUKtJVorlIegqqrIhaWEIvzgIvYHQRxti+mwNf0n2Tg1i68druDEvgo0oArelnkrTdbHUbBMal8RQnPViQccrrHQ3zjXi+LJSUCS4CRNc7FYNCI62vc9bJHRfbxJtTrkUSmFVNRAN9cQnHPQVQWETUYedMJcfTacIgpNrnUQwN82sWKSB1BZ2RBiaWt+o4AvRTyfz7G3twelFMrS52gcjUbxc7TZKTbbj4OAbCUs4QtftOZnlUe0rf3wuY4YZsvMc9ZFDItyfs5ms2iKp1ItbRjnar5r5ONOJpETSg62siy9hxwOTvg0dkLKUH5ZRK/9KvOTa538IKVn55g65dP09X/8fUiYK6WwWCz8HKoEgFrKuERsCus806DX60EpFb33VMeKoqx4v2jttSk7X4xg+eO2VWR1zk6IDpxguptrcE8pw9iqNXWjEBJvN7XQPPykqM0MvkABb+I5Vy8O51wshkVUIzqtuZDkpzxd21+Pqfrs5/aJLQI/koBs+hxhkq6qQXdKM0Z9zzodDAeDqIlSP8hkd84nclBKYT6fN+g6kM1UctQfpRSssUH7tTAGUIqlrrMOpaswm83ipqZEwpz3RmnR+PNKUdNf6G/teeIHD41JW8uM11vBKFg579LV8EDwlEdnBgRUe75Y32g8p9NpPCzpmQnzcwCsqL/bwLLtclhe+3O0bnh+S+4sKooCk8kk0suUqrO2DwaDaM7TwWQNIgWOaFfEsZWJWrKMOB0qOj7ZOvtiPMlfbFt1GLZ/55YRty5W0d+kWO2EFUJAyXqsvxQa9FeE0LzeQLQ1HWubMcBkytLCJfyS36MtCJc2d/i7WIGXRE0DoiG0iGrinIOQoqEV0vcHg4F3IIUFQ1DCdDpFnufY2tpqYGez2SxeXymFyuh4ALT5o87VEDrJfGs96V0IA1NqKCkbVKZ+vx/NPaUUhsNh3Nhcm11FyYoHmKujo45CKl51vaUNLup6RAAieR3OQdjl5A6RqqN9WRAyXUnDJI3Tm+TeHG+vBaO19yozs59Th2p6kWgIAw7vkIlNgi7Pc/R6KmbBp2clK0FrExLIzGJawm63i8FgAOccZvM55os5Op1OY+5JQAvRPDioz0el0h117g4zi1f9rQ0n0Z5tj50UImj8h9y3JR7+OKY5cJMLzRttXL13rqniA3V2aE4FoYSyZVkeyvFqDLqrMbxVWoaUNSWnfVICgJIKaafmDwohogBPVII0hBXSpu92u9jc3IyYGAlUronO53MfOdJrOrvoGaikg+8nhy4ABKcOabL0vPv7+8iyLGopJFApntvjfACFB3LtKwop0dQg/zgbdJXQ5PPNY5RFiCFvm6POOZjAHKDnAOpEIERcF1ICoO8auMCAEEZEE5DPL3f6tKNyaDzb/MzBYBB/d05Eq4evQ/9sfv58dqhBfUhWFQ4ODuAC+2A2mzU0tZpo30x0HfHo/4btKEKTBDmNG8FD/O/WWljnPMfgkDUksOyYWgWhHKXd3EKTM4oOefamwGziNtxsb9N4OLeOm5ltNX9JcDpX94vwu2CCSSGRpAlUQpPuP6ikQiIkhJSotIYOG9gYg36/DzhAJQmS1GsiUilsb29DGxM0TYHpdAYhBTpVN0T3zOAAaFPnh+TpwXx3BWzQLrnmASDyLI1xADSMcVAqxWQyQ5oewFmLbjfFbLaGwaALKR2cy0ImGwtaWm2z2wtrF+8BKYOa60H7a7perzG/Yfi94CdPu/TZ2lN4WMNpAxcoXx4Dcx6+CF52HqJXBJ6q36i+t8KFlxWwxuObSinPU4WvaJpICRU2eZok8Ak3VMhw5bm5RC+rbAWTmCg4hfCOG8oFUBTeIUiHJcFHjRpMChgM+tBaYzwex0gpiDqVHsEBRN2xxiyta+5Fp799MU2EeYgMksgqaCkQLQHKrSAetMCJ/7SOaK8CAKwFR8RXP0OTrUJj/adSaMZTpPXchPlwgUl/93ScWoDSz7Rh2sKVR2G0B72+F+EqEolUIa2XgEOzRINQ3nEglYrJFkiApyqJnuhUpYCUGPT7nh5SVhBSYBYcUs45FGWBJEmwZtZgK4uy8sJUJQplVXoivWyWm+WajR8/j4uFREhLtBml/GInKlJZVpjNFkjTGYQw6PYURsM+ut0ExlQRV9Umhcp6cbM2OHWc4gLACgsFASdsjU0xZ90157+lXThRa/tUZ8gB3mEDwARHEUQoxRwEtnEW2nhnQllVmDInoC8zW6dpE9YLdgmBREgoeNxYBuI80Xti7XLp09QRq8GgDj2USkKoWsUnhySA4IxcxFyttOn5mEopQgVMi/l8CmMqpKkC4DFqgox4Ugs+dm0H3JfCJCf6D7dOJNHS6DOuxn/bzIJ2nlheiZP6TM9E80t9XwmjkVYANPrUfuajPPtNLTSv1Q7bcELU9cq515KScxCWRS/ySt+Il60tpPnnjbGwroqCgxZAnucoixJpKNvK46ypsmUiZCNF3XDoC5L1+/3owCBzmaKYVpmDPNvNjZ+wtKj8MxBVJVEWs1kX09kU/Uk/ahNpmnpNr1UXp62t858bfRH1PY/auPbAtZa4cV3TUy+Ed+JA+AQixJQgtgRZGypREI5teluHHUop/WEY2A5E8YlCUyUQkBFX5M9qrQUMIh5HQoQEBy8vO51O41hR2jytNQ4OxsHk1tCayNsSSaqigkDXbo//l7qtmlv+c9sr3+bvkqOL/51DHc65CJ9QbtUoJFfAXiQ0BVMaVjkV6bM32r4ihaYfkMPfp8GjF9cu2zQTLljbk77qvnQC0rXrmwJwtcZBWl+szWNroL/5HA7GGVhT14fZ3NzEqVOnAAC7u7vxe/P5HAAi5sgxtfbitLbGM2+k0UKk3JVZBsznXUynU/SDRhxDGwEokUSnCWlH/JlWQR3+AwJHOPQP7ecSrsyUfh5FFDWYQOuhejrUp8ipRHMMaQ11Oh0k4aDgWnWdRSmDgIyUH8ImsyxDkiaobAUdwjPJPCdsutPx9LKDg4MoNEiTXSwWQbDXglLrmt2htbc8eLVQ/1zXpDH/sduqOT1MaJIyQvuGopW4Q4quw4Um/a6UgkoSIFRAoPXW9j1Am4Yiw4XmF6Ndf0UKzbaG1ZzEZlYYajxKJJpSjGK0atIPuy/XJmvtojbBaIHwjdvtdALNpObUkdaRBKFqrcVwOMTa2lq8j1IKg8EA+/v7AIB+vx9NOr4BnXNRWMccoMyb3F5s/FTmApi4oUoadLt1ZBCAyBHs9HpIbP1sJEz5eK8aJ38/LPXpqJpRDS/UWKFzDtbUz0Ebld6nTOdkWjf6hGamcL6R0zRF2snic7adiT6XARomMnFrh6MheiOvpZMGNR6PMR6PYYxBkqTo9wcNwSeEiFm3dGUb2myadlAWBbQ2AXIwDdNXCMoq78M0+fjy5+Jr4Uvd2g4n2m90X9LuaQ/SWowshzBntF8TpSBTf0Dza8d7tKwLfu8v9hm/IoUmNT7QtcfcNE44/lky08kM5p7U6wlMoEmmb+MrND9c26N+ENhNWg7RRGLUj5Q+FLLbxfr6OrIsi8/U7/dRVVU0DdvebNrI1GiRJmkC4yxEJEcv952EBglZCuXzjhIXo4WIq0n9hpSwIvEYq1INwdjekBxz838XjQ191Ma1h/Y1SFhSXzgvUSUK6+vruHLlSiMUUQif11KEssKkCfGSGxyfI62a1lJVanQ63VBraBA3sDEGRVViERgOFOlFZry3cryDqtPpYGNjAwcHB7h06RIAIE0yZFkX1jrkeQVjNKwBlEqRJBkcHCpdNTzNEaKRvvwv9aURXfPHNN3bc7tqHtr3IaHIaYB0CPV6vdj/mL0rKARAOIiFT7hNwp9zsAEgjaGjNbOE+rPKKXy99hUpNP3gNZ05baHJX2RyTkOCYc7V486i66nzbZOECx8XSPV0HVqonaBhkhOG+tPpdDAYDPz3AWQhIznnRPK6MseOHYvcTaDW6nimJr54e90eIATyYO4418yAI6WMXly6Bm1qYwyMRQyzJKdJxFTTFEJlMIw4zbEmjlmR4PrjmEs32vjzc0oQeWlHoxHW1tYwmUyi4CMYQ4o62QfPf2mt9YcPO2T4gWyszzif5zk6HZ+RiuZ2IAaobOVZDlpHYnu/38dkMsFiUURhS0llut0uZjPviBPGC5Z+vx/n2ifhsLDOeDZFK1CiFhzL5VW+VGPcHu+2FbOq0UFFz0FCkyAuGleCNhp7snVfbk0454BrwFArIaLrtJtaaK56WK7t+QVSZ42hPIhEKeEJhYmjRxNDp1s7Q/tRBpfM2tCzur/OFzFLglewyAskrdhkItwnSYL14TBqDKPRKEb+CCFiqBxQx+sSnkZEeK5dUX+yLPOVD4WIDAQu6JWUGI1GUWj2+/3Ay8xhrEEncEppTGhMpZQwDFtrb5b274fhXavmFCA/0eoN2NYy+d9oY8X3pYR0Nfbc7/fR6/dw7PhxGGsxPjhgYaolUlU7eOp7B4eQ9Elsu50u0ixtaEU+ftzEuaC5pWxSg7U+Ot0e5rMZTM9/pypLdLIONjc2IVWCqqwwn82RLxaAA7odXwnTGIuqzJGLIkI5tJ5lKgC4hkZN85QXBebzRWO++V5qO6za7TABu+rvXGhea68CdbIYug4JRhKcpBXWMJovoiikghOeSmZlC0u1FogpHUPSD1bjXEmiYv0pqnu+anJ9Fhgd8Rue8IAWNOdhAmio9CRg6PpHOY3afDDS0pRS/sSjjRoyAxlrouZI3u1erxcTRqRpGkjViFnVAa9xrq2tRQHqtQ+BXq8XzS6OjVK/hsNhcORkcBYYdAeAmYVnDaV8sx6EFNjc2A4HR4G1tRE6nQyzmYSUAlLaCAkQSE+HRJImUUtoats1kXoVdcsYA+maHl++2YQQNejP5p9jXvyeHDeG8FQmoYLGAk/JUtYgyVL0hn1sHtuCgUXaTTGerGM+m2E6nWK8dwBpgTRRoBISMvFldj2lSfl8o0mCRCpo5zM+WW1CUTa/eU1gOFTk9ElT6FzDVnOYSqOjOtBOI8tSrK9vQCmF/YN92LJCJ0mhhYI1GomQgHBYlBV0pWtNXgpIB3SSBPNyARsqcJIDUUoZQ0JXjS9f70dpbY2S75fDNHBq3HHKmR/Ul5rtYWBMFZy1GkJIeNaYQiI8JCISj01XZRm9fs5ZOBEq1QoZanHxzlu/pI6gad/0QpO3NqbBMRL+L48tJwF6GE+TX/tG+wCsDg/kZjIJb46dkWeUhGwv1AOXUmJtbQ0bGxuxT9vb2+j3+zg4OIhaCy04imGm+t20KPl1/WKU6OaFL+8QnplScQHA2to6iiJHJ8uwtraGbjdDmioYq6GrAr1eD4MQE0+mK2m+nJTMx2bVAdR2RrQdBc2xFyuz1rSvz99ra590XRI2Mbb71CkMRyOMx2NcvXrVC8zx2DsTilD2N5iHtMmLokCiao4lzWPUmFrJbeMBwNbIfDbzHFcpAec8G0FKzOdzL4xH3mQf9Pu4cuUKFosFBIAsTeAsabOV55DCo9NpkkBbE9P48fVI9DbOeWyP443CUIe9f9T9ssrioLmhdVRVOu5hXZWwVkCpBMY49Hp9pGkWSr8wbVXU5T38nm45ogIXeXlVHd6+YoUmF5Q8DRxhhnTiklnOE3ZQVMVhdYCudX8uoMiDy+OOSUBEz2vAmwhXoz51uz7/pZQSvW4Px48fjwKPMh0ZYyKWKKWMCTwokw3hspzO4ZyLgloKLwD6/X4UABS/3Ol0MBoNkSQKm5ubWFtbQ6/XQZalWCzmWMDja8PhMH6eCqH1uj10ut2oIdPhxbVwPlaSfY4OFBpPPrbek31jc9CGA+hnLqBpfjqdTqgtLhuHz/b2Ns6dO4f5dIZqUWA+nweNroZPfH11r6jQXMckx2kKqkHOmRhtgjaNvRACd911FxaLBZ5++mm/PrIMg8EgJg7Z2tpCWZbY3d0DnIHWKmRz94egf1CgtFV0pBC0Qs9eBdiBWpvJcb3xvV5ra5pLWv8hjc8/d7YlIbs+KTqEd5LQJCydIt/aGC1ZQqT1NpQh6yO7/tRkbm83flLxzckdQvxFAooWJBecR/WotTUnWqA0QZz6Qb+TkCRtQCkV6Sjr6+sRazt27Fj8PqUNI0/7YDBohNZxeg9dl7BRWoR1eQOgF0L18jxHkiTY2NiI5Ol+fxAjT9bWhxiNBiiKAcaTA4AJTfLo9/t9X0e920EaBDSNTVuY8Xk67HOHOQ9WaY/cW8phlrbQ5MKUBHaapkAwoWmzDodDTCYTjMdjnDh5AvlsgWFeAALI8wLTyQRCSvR7PcDWDiXeRy/oVaQzkeCnQ3w+nze0wNFoFA++JElQVp7D2e12sba2hr29PUyn08iqSJIUKhHo2U54FgGt/Zoe9kdwQM0DZuM4HA5hjYj452EmexsXPmyttw+39meup7ke1rgzSAgPu8U9ze7jBalsHMrUuAzgB2XoWcBEnScX32D7ihCafHL5iUIeUG6a8M3C1XYyl9vptI7ajzafjzQJWowktADvfeYcPIoAyrIMSTChTpw4ga3NrZhujdLDUV/LssR4PMZ0Oo2LDPAJPajWS5twXVVV0Bz7cBaYzWYRhN/Y2MBgMGDZjLx5MxgMsb6+htlMoawKdLudCBlQbXT6ThrKSvDxXWWyrdJw2un3GsKPaSwcJz3M7D9sffC/RcdXkqATrt/pdKLGfurUKXS7XcynM0ynM0ynE2hr0B30a9K+9unH6Jloro0xKIoaHqFnIerRwcEBqqqKY3jlyhUURYHt7W2sra3h0uXLODg4wHw+xx133IHbb78d8/kcZ8+ehRAC6+sbyPMF5vMFptMJ8rxCUZQ+xLbqQRuDTqfToNhRxBNBCYPBIOZHpSTcpM3xsWzSwg4f3xvZI9d7nws+L+Ca1CUhBGRwAAlBcep1EAe3aozRsIyP3IR7fEXWowagfUUITQBLG5MLTr5xaTFzygnfQCRoj4LL0Hfp+yQogTo1GTl5+HtEn+BebxJsg8EAp0+fxsbGBmAsdNAWo5kqRNxQZILT+zzRAY0DXbfT6cTiaaPRCFXp05BRYgiiw1AcuRAZer0u1tfXMBwOUZYFOlkH6+vr2NraipmWkiTB2pr/TJIkjYObL3b+Nz72HNPiGiPNlXee+eQa/Lm4mdum0HAtlO7Rfo9+TpSCCzgn9WEYWAuDwQDz+QIXLlzAPF9AKIW1jXWPH4dCd3RQ8HXm6WQ9LBZ5ZGHw6CjKkenH1UNGFNV14sQJ3H7mDD7/hS+gKApcuXIFUkpsbW3h3nvvxVNPPYULF85HzZXS2JVlCaWU5+syywNATEQzm06xvz+Jf+Nro9/vR9iHaE40Tvzfo+6LG/leW/jW2nvTwSSlD12FkxEe4YwEvq/9nOgGDERWmr8XQMyWG21HS2YI4P3vfz++/du/HadPn4YQAu9617sa7zvn8OM//uO47bbb0Ov18PDDD+OJJ55ofGZ3dxff933fFzWVH/zBH8R0Oj1qVxr35C+P4TVpL/7FhelyBhhaPKTp+c0ZbnIDa4VjmdxM4U4S0jKpX9PpFPv7+yjLEr1eL5q7Z86cwYkTJ+Kiz7IsCqSiKHDp0iVUVRUSNpj4DGVZRl4gd3QQH5RwUV4zZjQa4cSJE9jc3IylFngG8WPHj2NtbS1y/oajEY4dOxZNeeI3Ena2ygnGNXzu4eYbhXNp2868dv7NVSZ8m9RMjYRv+0BteH1bRb/4fPX7fXS6HSRpgv5ggBMnT+LEyZMYjkZYW1/D+vo61tfXsba2Fg8OCi2lw2x9fT1q4ovFImbDP3PmDJIkwXg8jvNurcVzzz2HxWKBu+++G3fccQcA4Ny5c3jsscdQVRXuvvtuqERiNpuirAp0OhmGwwG6vQ600TDGH8xksTQEhhBQgUVAMNVkMsHOzg4uXryI2WyGfr+Pra0t9Hq9JbijPY+Htcb43oCG2YYRuKBrQyvOLufC5Y5fXsWA3iflhDcHYjf8NxSas9kML3nJS/COd7xj5fs/9VM/hZ/5mZ/Bz/3cz+HDH/4wBoMBXv/610fSNQB83/d9Hz71qU/ht37rt/Ce97wH73//+/GmN73pqF05tDlnYayGsRWMreCchpAWUglIBUjpIJWASvzvSSqQpBJppupXKsP7AkJ6Nd61ona5NkoLiNNlaFJJ+wOaEQi0aMlJk6YpNjY2cPvtt8dQScKvtja30e30oLXB+GACXRkUeYnd3X2URYXFPIfRFotFjvlsgarUUDJBmmRIVAoBiST83O32kKUdwCGa1ceOHcNtt90WCdiDQR8bmwOM1rpYW+tBJZ73l4XNub19HMPROvr9EQaDNfR6Q0iVwkHC2uYZwzebED45hkoTX8dGylDjxVNyfBVIDQcD4ypYp+GTf1lAWj9/ChDCwoY5tk7DOl9OxBlfmdGXvvBAv3A+KxFlnxJAyH4TMrpL5V+qTg1IwoYEIJy3GjY3N7C9vYVer+u5fUKg1+9BJd4hU2kN6yyEFOj2euj3e5BSIM8X6HQyrK2NMBj00e/3kGUprly5jAsXzqPb7SBNEwjhcOLEcZw8eQJJUifb5fWrnnjiCVRVidOnTwfrBYF3KZGoDoAEumquM+JxTiYTzGdTVLqEcxrOGRTFHM5pKFWT8a9cuYLZbIZer4fNzc2IvRKMxR083F+wirrHDyi+b9qH26qw5dpaALSu95ZfLxWcM77WVSKhsgRCCf9KJIwzKKoCRmvoypewtsZEIeksIAwgrIC0Ny4Kj2yev+ENb8Ab3vCGle855/DTP/3T+LEf+zF8x3d8BwDg3/7bf4uTJ0/iXe96F773e78Xn/nMZ/De974XH/3oR/Hyl78cAPCzP/uz+JZv+Rb803/6T3H69OmjdmlJ07TOwDkDaz2p3YWEVUL4l1QCiZOwVkBKIEmUp9IYBWslnPMlYiEchFAQwsFa4nWuTnHFAfRVZqIQNfWBPksOB9qonU4Hx44dw8mTJ6M3cDAYYGt9CxICe3t7yBcFAA/4j8fexLLWRv6lj0EmonMJpeq8lt1OF1nmtY7BYBicCV4jJZoQ4AVp1skgpEO3l4X+eQKwlAJp6oVJmqaeegoBqRIIoQBIWPbsaP0MeGI5FWkDQjy+tT6dm/dlel4lhK9jFFLHUXUhwrGiluAsQN9zwu+wQN8JHfB9CLV8/Maso0lkwEtpPrkWS/ShbreLzY3NwBMMdXaKEJFlFKywgNbQIVN+DKd0/gAajfz8HBz4JM733vs8jMdjXLx4EXm+wP7+Hra3txsY8YULF3H16q6HIayNNKV8scBTTz2FY8e2cezY8RD6mcJoB6MdEtWBMcVK6MMY44U6CMvzpX99tBpCPkyBsjSRRtXv97G+vh4rtJJwJE26vRdXWRK0Dvjn2vuX3m/DNjTfZVlB69ph5e8lwinKooAEIJWMfGFbVajKChWAytqwXkKfnF8XbYXoWu1Limk+9dRTuHjxIh5++OH4t/X1dbzyla/Eo48+iu/93u/Fo48+io2NjSgwAeDhhx+GlBIf/vCH8V3f9V1L16XIHWrj8RgAy5l4yItPGnca8I3RVufps5ymUDsfmgO7yvzgZiY3/2mRcK82j18eDAa4/fbbMRqNIq5FNJ7FfI4iLyKAn+d5dCJQhBAl7OCmOuficecEUYOor0TroJ+Ja5nnOZRqlhqgGjSEj2mtG8lOhPCCSaAu4EbaEo0jJztTn2u2wjJ53bXm+dDoLFf/bRVGdT3c6lobnGLDAWA6ncJai7W1NX8QVkC+yBuYYvSSawMnXeC5diMHdmdnB1VVYTAYxLmg/hHPFkCcx9FohKtXr2I8HqOqKowPxtBG4/RtZ1AUJXZ2LkEIT82R0uf5FKoe6zZ/+TC4yZ8nNaZcVRX29/exWCywvr6O48ePx+JzHArhpnUbr141pnxs6TptUnvNLfa4JckBrs1a53zy51ZKuRrr9ocBZzc0BL0JpVCOgNV+SYXmxYsXAQAnT55s/P3kyZPxvYsXL+LEiRPNTiQJtra24mfa7e1vfzt+4id+YuV7hwlLKWueZDsChRZQwxvHFhdfDDwjkRCOlYcQS6+2acHxUgBRWHEhlKYptra2cPr0adx9993xcCBHjtYaRWkwn85ixcydnR2UZRmFF/d4EiBOGKZknEIS5MTFJA8qaTaTyQRSyqh1VszrSouKnEX0fORA4M/pfGlGqKgNtCJPXJMiRAscAIQE2od+e3753xvCLVTVpPdWrRVq7U2y6h5cQNN8cCchOYJ0YZAv8saaImZDmqRIlMJsNvNWw9ZWnPuDgwMIIXDq1CkopSLFiRwaWdbBaCSiIB4OhzG00xiD8XgMAYmtrW3MZnPsXt33vMUkQaU1fORWc11zE/iw5lyTzUBr6OrVqzGUl2L024KK2mF4Z/tgakNcNO7cx0B/o7XNGRTcV8HzAcQ5FCLANasPRHJafNmE5n+r9ra3vQ1vfetb4+/j8Rh33HHHkgkYHTHOwceZ+kngFCLyDJLGRgRwznXk4HHjdGZrra1hNkzNsHk4N5OcC875sgVZlmFjYwNra2u45557omONNBqiPtHmmE28dkNA/fb2NgDg4OAgJnqg+/D4ctI2ydFGWguR58nhQ1ohmaSE4cngICGtmAQ+LWoSmAATYs7F07uthdcYVZM/R+OXCLkyOoNrJG0hzDfeqkOs/Xu7L6veawsBOgDpQKJ+WGvhdJ1wgp6FDinv1KrLNxAvcm1tDZubm41CeRTUQPzhLOtEi8TjzINYl2k6ncBojStXrsSDdzbzCa2TNIOyElLJBqmd9sKNOGXaP5OwJU1vMBhgOBxGqIJbNG0lhSfeOOw+SxAbs9Yo870PJqiTDUfLZQXNL1o3zgdxmFAUY8kpSGWfv1yx55QYd2dnB7fddlv8+87ODh588MH4GUpvRU1rjd3d3fj9dqO0Y+22anEDtBmapR4IwOakdp6wo636c6EZ77NiM6/CaUiAO1dzNOk5SbMbDoc4deoUbrvtNmxtbUEIETfjZDKJJ/xkMsHB/j4EBK5cuQLnXNggsxjJRH0lLZZMfnpOcjBxU5wWIHnEiThPNKg0S6FNnSyZhAJdnyevAGp+ItDMINQeozBQsRQDN+fac8u5sm3sjI8/36CRgbdCK12laV4PvvG/+41La4FgDoI6XOkwGAziGiOIhA6gbseT0621MRNVv9/HaDSKBylpk4PBIGr9i0XeOCBoXPv9PhaLOYSSmE5muHLlKo4dO4FTJ0/i6aefwWIxB5I6OxU/qCis9rAmmv9balKyfKDkJAMwmUxWCi6elq6NsR6GedPf6nXUzC1AApFrs1y75H/TlfZJiNnccczVVjoW27vRdmTv+bXaPffcg1OnTuF973tf/Nt4PMaHP/xhPPTQQwCAhx56CPv7+/jYxz4WP/M7v/M7sNbila985ZHux7WPKCDDv6Qt8kzslO2aV/hr1znn1AR+7aA8NRo37flpzk0iHnFEgu3UqVM4c+ZM5GGS5zzPc+zs7ESckPMy6VQlbIueiTAvLqDp88T7oxKvnBZEjTRbwu1IC3XW+gwxQKQqcZOcHCQ0PnRfilRZtZip0RzxzcQTfNDctr2yh/0bNwvE0sZsr5HVBy0a3+Fz6w8NGfvHw19Jk08pfDSEuBJlzb/vMWAyL9M0jSGxTzzxBJ566ilUVRVpS9b6+P8777wT3W4njivgDw66r5R1hFGeL3DlymU4+Kgio+ss/yTY+Xp0RwgZbDfqQ6fTwWw2w/7+Pnq9Hra3t2OkGVdQrvW6HlRAQpcObg6tcWWIRzUtC79l7ZWHVvP5vNF2ZE1zOp3iySefjL8/9dRT+MQnPoGtrS3ceeed+JEf+RH843/8j3H//ffjnnvuwd//+38fp0+fxnd+53cCAF74whfim7/5m/FDP/RD+Lmf+zlUVYVHHnkE3/u933tkz7lzBnA+YsBTTCxgDazRnnKkTfRmFnnuX2WJ+WKBRb5AXuQoK1bjXAomHAWE8HxOvwia2VEI9yGtlgtQEgS1KQB0OhnW19dx8uRJnDx5Etvb29G8SdMU86nPSemMRSIVUuU3aTfroMwK7E520el0YlbvXq8HXVX+OwBUwCIpyxEtIMKjJpNJi7Tus3inWRL7maYJev0OsixBUfoUcCpJ0AkedwiqaCkbyU24o8sPpBeMwnoakbQ21MFx9eABkRKklASU8p5beOA+ao8IpjQEoFzDy13fTgQ4QALSX9P6i/gCcy783uqjC9USgWbIbXON0WeaTg7SoLIsA3re+UWCPE3TiPeNhiPoUJ8863ghaqwBhBdwWmvs7++j3+83THYPjSS4evUqLl++HDX9wWCAxWKBwaCP6WzmI78WOaazKTqdLrr9DjrzDIuqiEEMJHRJmPkqqNfSrFw9V/Fz/m/E7+QYOvWfOx75Zw6jHMWpYPBJ++9cWJI1s+RYhN+31hhUpOVKGSaZ+mziM0hecFACSoojRQUdWWj+4R/+IV772tfG3wlr/P7v/378wi/8Av723/7bmM1meNOb3oT9/X18/dd/Pd773vdGDA0A/t2/+3d45JFH8Gf/7J+FlBJvfOMb8TM/8zNH7QpcVcI4r10660OmPCXBY0nOOdiqQrFYYDadIi9yLBY5ZkWOSlcxksY5X4fHk4ItrBHeqRbAY+sE4KTf5HRv56kZVN8bEEhTGU1iyqZCi31tbQ233XYbTpw4EcP0xuOxdwxog3y6iBSjbtKBgISwwKg/QrUoPe6iNZSU2FhfB+BjiMmxQ/ch09sS55DVJufatxCASgRU4nmVgEKnk6HbTSGVhZQOxgCJSpAkPqpJQEAKX7LWMU8118qk9AktrPAkIIR/XYgbtsoLQBKGzloIpZBIiVIbCAFPXNYm4qJSOtgoGAUgOa5pa6hZBDoSghbi4Gtiw9fGbuBgIFN+tQOotdLC9xBMRR+znCQKWZbCVQ4l43gCNcapjUZlNLp9f5jN5jM457P1D9dGmE9nURiTR5pK9m5u+pDWXq+HCxcuYBayIQ0GAwz6QxR5gaqsIKVAWVYYzw/Q6/UhuwLKUb5J0cC7+aF+eFuhiQrymcjoyKO511pjOp36/KDBwcjZKJxNEC/X8geQYOQHMEFUQA0t0Gfp+kkSKn7CC01deb6ulTKsMQshrJ8HW9Wlm8MzVc7A2CNITHwRQvM1r3nNtTERIfCTP/mT+Mmf/MlDP7O1tYV3vvOdR731UjPawFme8LWOKKl0FcPLJpMJZrOZL2VRFsirCiZsYv7d+pREpK94x8bq+9P79KKEx0THIdV/a2sLt99+O44fPx6BfOJoLhYLHOztQzrZqBNEUINkThjKg0kheVLKGIVCpiGZbGSW23Dik6lPQl1KCZXUVCOeQiwmsmXUK9KuyEw11iw9f/2SEKJN/ah/Tzw7vWE2AWEjijCHpP23YA+u6bVx0DYU1752W2C08Us0cMxljiHHP2ueYD0uPLJsc3MzYpiUiGVvby/O4fb2NnpBkbh69SqUUjh27Fj0DvuMVL5vp06d8rHoly7BORfN+OlkgkWex77M53OoJEGWpihyDbCK4DyZiLeeDtlUh8iP+GeH6HHmhwztH4owm0wmjfHlra150r6lz7bXk7+Hjc410kDJdBfCBy1U1jIrxgUYyMA6HyG1KmJMCenDZ/+0ZDnyJ1ftWYt4hzPROUK4HjlMfE5E//02vUhKCV/Guo5PP8wBwVu9CBysrQm/JDCPHTsWqwpaa6PXnCIvEqkw6g3R7XYbz0IE8F6vh2PHjkVcjK5PJzM5hTY3NzEc+usURYHz589jb38/OnxokfHnTRLVSBNG1yWHEeFh7Th9jmW2sV0pBZwQAIsJ5y+ZNpNtcE3DwTQWN8eLa4xRNQRYbGLZVdf25AK1AGlg0c4taVC88Q1MffD9UxDCRDyX4A/nXAxHnEwmuHjxYsTOI60sTdHr9nDixAns7e3h3LlzUErh+PHj2NraivghrYE77rgD58+fR57nGIUyztP5LBRQk5gH7DztZI2+E95NODeHHP44jY8RjfN4PI4wEI0tzSeNO19DfGxprbTXKDnj2lQjuiY5APkhT9cnjm/7PnFsghXxZfOe/0k37k2Tsq5lXukyakuUG5MDyNrWFAMyp7wwssEMqTc1TRRv/Hf6DJnoZHqTU2VjY6Nhem1tbaHT6eDy5cuR4Ly+toZhdxC1STKpKA5ca4319fUYBkeF1CiJcVmWmEwm2N3djbVuer1eneququIiJtyNPwt3bBA3tCYWNxMJx4WLWuNaxq08TsiFIhdeLmkC80sL2TUTd1DjQpv/HOfDOh851LrWKgcPf35rLVpxC0saZ3vDtZ+brApKxUe5Nw8ODiImyTnDV65cQVmU6HW7OH78eKxhv7Ozg8uXL+Ouu+7CaLSG7e1jGA6Hka9422234ezZs9BaY3NzE1d2r0IH4YrCpzVUCRHCa8I44dxek/3S1mLi410F/JZyFczn87g/OA+T/qUxbM8VKS005lXlIQBav/xwE1BRK28LYGMMHOqaSG3M1J+XtdPzRtpNLTTb4DENNglL4mHypMLaGFjVrH5HLU0TOOnT6LdjaOsJXY7+oZ+FcEjTLGYCp3IUeZ6j1+vhzjvvRL/fx/nz56MHXCmF+WyOg+QgTjgXXqSF+bhnn1CDPN70flEUMRHElStXIhdzc3MTNphtNF5E3fJj5TNZR5Pb1JmYyOvKPc98o6kkgUJdCrmptdmGh5xrxiS426Z5HF/Y0K9aS+Wbq01jamY8aka6tM0/+tsq8zxGFbLvrjLP6fPUF/Ksp2nTkdTr9WLyFMLiKH0fWUCTyQTTibdMRqMR+v0+7rrrLpw/fx6f+9zn0O32cfz4cdx+++04deoU+v0+sizDPffcgwvnLyBNEgx3hpgvFiBnpBeOdeQVmbF0ANN82SMkqLhe4+NEuDHRqihFIR/vNtuEH358P9fmNwnOqrZInIuHkDG6ITT5YV4LxuUAmNCpIz/vTS00AUQhyTOyly2qEacQ+aQKxhfWknUOvojFKQmfh0E0COsA4PPy1cKy7WnNMn8t0tzonqPRCKdOnUKn08GTTz7pTfJgehNemRcFnnvuucjfM6Yun0ALBajpP5R7syzLyAGczWbxRZrP2tpaxFjpXs55XiCBtUSABvxzEzZKWiYtXt4oXpsv0FpoOBhnl4QjaQgSyxltuNDUupk1n2+GdlQOdx4ISS4mxGehTcw5ltQ4KR+2GX3MhWQbguD3TZIEyESoV1OHqtKBFkNhAw4N1IJlMBhgMZvj0qVLMYih1/Pmerfbxd7eflwvt99+O174whdiOBxCCIH77rsX44Mx5nnuwxzzHFLUtCIPW9WOoCRJovLgx+BLJzQb6yKMD+2/tbU1ZFkWtUSORzdgsdBoXttVP9tWBx3Afk87WFNDK3SI+8NfA8Ku1DTjXB/xGW9qoamNhgwnN2mW8/kcRVlgsZjHGuYUdmaM8ZtZ1JuiidV5xwvF7y6b5XVpYC7IfHPQGpG4TubUaDTC7bffDiklnnjiCVy8eDFqe2TOpVmK6cEEk/EEx48fjwt8fX09mHtloI/I2sy2DnleQmuDbjeL4Y3adPDchQdw2u1gfa2EVMTbNJAyRZJQ6Q00uGntaB9umtcneu2ckUpAYrlYlnMOzjho5510Dt4bTkJTCF+SWAUvO9cm/XWCcy5SYzygLxDSmZHm6W9Wv5IEUvjvh9lqaIuU9ZuevWku+pIUggkSSioMug/CQSEFjLGQ0jMqnEogEgmXNcsmcwGplAr5Ejzem+c5rl7d9YLc1IkxOp0OJpMJ8jzHxsYGzpw5g929PTz37HO4dPkydnd38cADD+D48ePYWF+HNRZ33HEHLly4gIPJxFPmtEFVlZAyjUKTnH2E7xtjABe07UP21hdrvHMtXGsdMyVlWRZLevDPcocOXwftvJgE9/CDECDt1EbNmSLYaL1pXUFIj23y9Rv3f5jnoxwhN7XQNFr7Raw1jK6gqxK6Kj0fsygi8L50wliHKuQcFPBZu6UUoU5MGuqtrMrQYkGZkjxB2G9SD7Q7ZFka02hRMo3bb78d1lr81//6X7G7uwugPgkJfyzyHJPpGA4ORZVjOvMLozfoQlYCVVVAGQGpenjmuZfg7PmvwbkL98Bag+HgEu6961HccfoxZKnBY49/Oz722Pfggef/If78t/8fkBJIU0BrIE0AKSiWWiJNVHgegTRJfKYha6GkDDw3X4RLCuFhjTCOiVJwxsHJwEc1Fj4xkYjUFOlYRicJSOdQGa89Wnj+p7Mh81MQrh4i0ICzqPIccA5SKeigdWZZCqgE0gUif8fDB0IpJLSZUHvBfZJaATjtBWrAOyktGHnox+MUv/zvX4y/9Bc+hcEgBxyg0gSQ0lO/nI3lfv1a8JmzjHRwwsEFJxA9L8ErvkzFCP1+D+PxGqS4gHPnzuHixUsxrDXLUjgLXLiwg26vi/X1dZSVgRNjDDfWMDqxhZPSYv/qHp46+xSKMsfzv+qrkNzzPPSyHrbXN3HPnXfh3LlzqPZLKCdgKguR1euWDiYq5eIcIIQKPFmeK7PmH6+WmtcWpdz8Je2fnIyEwQM1xYj7A7gwJKHJ+bAAZcIvVlgBEjapw5yFFLDGH7bSUXVas2RtCCHgVBI4xDfebmqhaa0/MU0gsEdNQtamHNegPI3HogyTFzWgaLIAQpgoNIFlU7z+HL1XJxleX1+PmmCSJDh9+jSm0yk+8YlP4OrVq43EtDThu7u7ONg/QJYkWF9bgxAC84WvHUMaMpxBlqX4xKe/Cx9/7Dtw28kv4LaTTwEA5otN/O4HfxT33PFh/JmX/3Ok6Q6ydIb10R6yLAlmjgp4axrGjWgbAlnWaZgzlLaNm7WNhB/GwAUtQCkVOJcMJ7ShSJWwnrSOgHEaDRcWb2kqIESPeFMyOGQYpmXZHBnCsrQve4xgGispIVMBC3iNTQhotnHrLOkhhRgQNBIL50yEWs6dX8OvvvsF+IZXfwH33zsLnxOQcIACfOBcTfgWonYiyMjdXIYFfGx+htFoiMlkiq3NbWxvH8No9HQQnBNoXaKynoS/WORI0yxmct872EdSZNg+cRyj0QiXzl/A3v4ennzySXSyDPc/76uwvrGO++67D1f39vDJxz7pIamyhANiAmXOdfRrT0IKFTlaTWcneda/OF2T1j7tHcLmqTIAOTpJOFprMZ/PGzkMSCDyLPfEOiA/ABd8StVJlaPj0Rmm2CyzIah/xtojAxU3tdD0abfEUnINuNpBQRpAPJ2cREcpqMCt4151/7OtNRXW2t5Xur5zDt1uF1tbW1hfX4/mxrFjx7C3t4fHHnsMBwdjCNGMn6awyel0CmcdsiBMpfQmeK/XA+BNvSxVKEuNJ5/6Wtx28kl8++vegSzdC4ujg0H/L2Fv/wSkSnHf3e/D8+56DMePCRhT17HhC5A/D8/qTZ+jRU+YMAft22PBHTMNz2TQHnjIahTADALg6eX4JqNNRTlI6bAhzI73Ozpn0rQheGNfokaiVs6rXzOANbU3v82a4FAMXwNtBxF3MHpvdQGKQBFCYHNzM1DRjuHixQu4evUyptNpdNRQ+ZIkSSC7CTqDHpw2GPb66PR6ODg4wPmLF6CtRV5UuO/++zFcX8NXPf+rsLe/h7Nnz8IBmBYlnBANQUR0No8d12Z0G+v947S2k4fMZCllzB1LGh93OpIWWsMpdWJubvVx/H2VR57+Tlp/7fipgxt4ozV1lOe/qYWm31jNjDnkPaSBoM1ZC00HJQWSoHWR2u43r0FZahhdOyBWgdTclCAME/D5/rIsw9bWFvb29vCZz3wmUi6UktGjSBUkKWdiJ8uQBMcRCc66hnbqtR4pcPrUY9jdfwDaSGQpOcEO8PKX/H8gRQohSpRlimfPP4DNjc9Egn1ZDrFz+QQe+8wrMOhP8YL7P4GLO7fha170OADg8pUTuLI7xLGtA3z8k1+Noujh61/1R1hfu4iLO318+nNfg/F4Ha9+1eO4+84rDQF85eoAn39qC//lk7fhgedfxguffxknTsygEomiLPHM2QF+5/dfiPlcYDiY4hVf+1EM+5ej13l3N8GFnWP4L598EMe29/G1L/k81kaXG1ouzR0dOvRcfg4cru6t4wtP3YnPP3MHHnzwHO6+6wq2tmrHw2zWx/kLI/ze792Fre0xXv6yZ3HhwjE89KrncO7cGt717hfDOoH/8K4X46UPnsPDr30SQixTodqNWzUE0xjjs2jVjskcu7tXffGzyQJXr14NWKOKjhnSoID6oJJKwkwtBsUAttTIZ3NsbW0hOXMGn//85zF/9ix2Dw6Q6xKveNnLcdvp03jBC16A6XSK3d1drGUdGObMo2eJEXBWw7mmZvfHbXTg8z1Czk4S2J1OB3meR0uAuKh00HBByDFNyhHBhSt3QtL+5PvUv2y0DKhx1gRZG0dpN73QpBA3rl0oJdGRnQZpujYfLQzTPDllRYgK/pLNfJvU6PN0b0oqS6bFYOBL3j7++OORg1mbDC6GwFHyEKIKSaUgmRNGyjo0kgvq204+hseffAN+7b0/ipc88Js4tvUZbKyfD4vMpyDLixP4/Uf/BjY2fhabm09hMl3Dv3/3X8G5C2dwfHsXZZngd/6v10Epg7vv/KcYDHL81u+9DI9+5EEI6XD82D7SxOEDH3oh7rz9PJ74wl3YXD9AllX40B++CH/pje/Hw6/9PIQQeOxTJ/H/fMdrYAywuTHFBz98O4xJ8ON/5314/gsu4Y8+fRz/j3/257CxMQNgUJYKv/eBr8Ff/2vvwJnTM+yPT+B//4W/iEtXNnFsaxePfepevOvXX4vv/rb/hJe/9INRcHImAp8PrTU+9on78W/e+W3IMoP19Rwf/NC9UMrirT/yu3jRAzu4cLGP/+WfvRbnzq3jtlMTLBZn8O/e+Qr0ehUeeOG7cOlyD089vQkA+MLTGxgMFviGr3dgCZwaGnW7cY86acZ0+AGInNqqMsgyjSzLcPHiDqbTOQAbBadftz5n5nw+R1VWME5j5hxMpaGSBHt7e7jjzjtw/wuejyc+/3lcvHIZj370IxBJgpc/+FLceeeduHr5CubTKWaVz7Lf7XajVs4FTlUZCFFr/NTfw57zRhtXVripDviSHbRHeJAGKSBtWhhXeig7Ewl9+g63ntqav58XBaqXdK35a2ug12o3tdA01scnt+NcrbNAyxNHJp8IbAt+KlFTSiHLJKSozZhVJGqiRNCCoLA5KSV2dnZipiJOT6G43LIssb+/X0cyOOfD6YSIjiFuftChoLXF6RMfxhte+w9x7uLX4oN/+EZo3cH9z/sQvureD+PU8S8gTXMkaQrrFLT2WNHjT9yLs8/dhde/9rfx2v/ug5hMJX7pP34PvvDMvXDOO2K0cTBW4mtf/Fn8wPf9Jvp94N/84jfh/R98EV74/LP4gb/8H9HJpvj133wNfvN3H8QrX/55JInBu379xdBa4H988/vwgvufxVPPHMdP/6vX41OPb+Oe553DHzx6F55//zm8+U3vRVlOMJtK/Ntf/O/x+BMvxPFjH8SHPvpCnL94DN/y534Vr37lRzFfbODf/OJfxuNP3IUXveD/QprWiU+stTGGujbbBd7z3j+DbqfA33zzr+He+w7wyU/fjn/5c9+MD33oHrzogUv4gw/ejWee2cT/8H//ON7wzY/j6lWJ/+WfvRZPP3MMxlq86IGz+Os/NMbf/4d/AW/+od/EV913BVIoWLtct523tubC6TPW+gTDPta/DKyHDLtX92LZ5n4fyPN51KZpnZCneW9vD7Y0UELAVB6iSDsdfP7pp3Db6dO4+3nPw8VLlzCbTPFfH/skUqXwwvufjzNnzuDK5cs4u3MJk/mswW1cRb1a9WxfbCOhRoK3zUAhDz6VFaYsXfww5BxM+r61Nf+ajz2HRfizcIpYrVEeHuBw1HZTC02tNUT4l5/weV6g0s0KdZHaErJiEvkaaJKflVKAa2ZSadNiCPvr9Xox1dpkMsF0OsXVq1cBeC8k0R/o88YYzGazSI8g0rGQ0hf+Cic+DzsTQng4IUmQZQqnTz2OO29/El/zwPuxc/kMPvmZb8Ov/sbb8Gde8W68+ut+HaUeeHMEQFk6PPaZl+HBF/8hXv3K34VzAr2uwate/ii+8Mx9NaDugNtOXsZf/d5fR7/vF/DW5gTbm1P8zTe9L2zwBNtbB9jbH6GsgOfODfD4507AOYFf+g9fB+deAQAoywQfePQuvO7hj+LlL30S//svfBP+55/687j/3ifwVfc9jf/b9/wnWD3FfA584pMvgnMCH/vEq/BfPvlKCCEwnQ5w6fJxzOYJNjd0NMt1VZvkNNfPPHs7di5v44f+6v+B7c2zmEwy3HP3BG/7O3s4c9qiqlJ88IP34Nu+9XP49m/zmbk2Nhb4s9/0Gfzrn//vYAOJ3oT6T3Cez2dMvQFJ+29jpLxZ6zFC2qCEsc/n8+DsqSClikla9vb2UZY6eHV1/B5VEKU6Qc4ZWB3M1/A+lMAXnnoKt505g+HGOoqyxMWdHfzhxz6GjdEajh8/jttuuw3TSiOvyigwiaObpimyNIUWzZDRL5XgbGtsbc2VMi9xhyhh2ly4k4ZJQQsEd1B/uWnONX3qA3+192/TpD/6M97UQtMYHUp5VjAmlOnUGmVZhIXrS/lqrT0R24MbcKqeSO4I8hMhgtcXcULpdAYQNQGaVAqZowQZ3vFhoFSdAYmcHIvFIkxaHVXiieQ2RO5MYa2OIWhSAtpUUE4hSTMkqceGhHQYjXYwGu3g3ns+h9/7gzfhws4LINX7kSYeq00zv0Fmiw30e+cAVLA2Ae13ASoo54H1TqdCt1tCiDRixWlmsLZWQsoEzqVxXOAspjOL+TzDy176DNbWZtF5dvvpi3jF134WRZ7jvuc9g7/55nfjfb/7AP7oU/fiAx98Ge6+8zy+57veibIwGE8GuOP0Odx28kLcQGbb4Mypp9BJppDoQgqJSpfe+24sjKjD6CZTiapMkaXemZJkKVSa4tjWRSTJCM5l2N/vYXOrhEyCAwIAhM/UY4xGWebQVS+uh1XaCW24wzQXJy0gHZy0cNIi6ShkvRTThcE8n2O8f4DFIoeufADCdDrFYlEgTRNYZaG6KZzWMLrErMyRlt7DXFkDKQTyskCaZci6HWhr4WyFK5cvY+vYMXSzDvLpDBcuXsT7P/AHeMPr34ATp2/Hs1euRJ4vaXXEZbbWeppdkG9+LZLV5Y4kSNoHSFtzbTtoAERHHmW657ABV2B4dia+R+mz7ftwLZUHLvg+Uj9bP1Ns+hEe+qYWmtZWsDbElsJAmxJaV7BGey2CedQ5TcG2aAYcqyRSdPSqormRyAtcOyJsozSFF5I1LYV797hHD+DcNQsZaEVSOUAYCGmRpAmEFDCuwmwxwcUr98K5E3jeXZ+AdZT6f4rbT/8Rfv+DfxlSbqLX6wAQISluhjO3PY3zF89gOsuwtekXrjY+u45sLSzCUOuF6+CgYV0F6yp4HrCDsSX6vV0cP76Pe++5iG9/w0ehlENZGnzkY/dg0J/BGoOnzx7DaDjFn/+O92J3T8DaPv7NL/4FfOzjL8ZLHngfzpw6i37P4bu/9dfh7BhlWeHpZ+/EYjGAMxq6rJCmAKyPInLWgudV2NrYw3A4xZNfuBtro/NIjEZqBD7xX1+IB140xvOeZ3HffVfx2c8ewzx/GkpVgFSotA8uMKZCMZ+hWGRxXdBa4ZoJzSvXUOL7cJ6RpAAjDEpbojAFClOgcpXP6xpCKIvcm+FeixQQSqCUBiJRgASETSGsxcIEjLPb8TxK4elYgEC/24OE8CUvdvfQ7w3Qy7pYzHOcPXcBH/jwR/CiB16EXn+AbDqNBzBfp77KqoUIS947UxFYVQYIHM7rtcPM3DaktUpw0vqn5CUc3iAslPiuHOfv9/uR0cEDLmg+yPnUPNwQ/633Yv0zaB5vsN3UQhNAw4wmcJm/6iiQsNida6RYXaag+CJMq3AQaqRl0n05ZcJTdpohXdSXVU4ln4dQopclMeMQmSuj0cjn18wSFGWFj33iL2Nv/0UwX/9vcOrkZ0Lo3TF88KP/PbIshxA2sgJGoxG2tzfwgvuewH94z/fhXb/xl/Ctr/tNVNUW/vP7vtn3jfH3aq2qDoUk7DdNQ6hpiJmx1mJtbYG77zyH//PdXwcHjYde8SQ+8dgZvPNXXoMHnv8U3vKm/4A//Pj9+OyTd+B7vvs9gJthkY9wdXcdQmgopXH/8z6HX//t70anY/HaV78XZ5/r4t3v/QFkWY6/9hefxGQ6RJJmDQ1CKAkHIEk0Thw/wInjO/iN334jqqrCvc97Ak984c/gt3739XjNNz6OR/7Gh/DgS87jf/t/vxI/+7MP4i/+xU/gyuUBfuVXHoQD1b2p0O/t4Nj2ZXzsE/dgfb3EbacK+HyiJs510yPbDv28RgnYMOdZ1oGSKRaLPDh8BnACyBJPxu4BGI3WGoe10QZFyJ2gTQltLJI0g1QJinIKwKGTdX3BtcrAGIfPfe5zSNMsZE7abazXusZOSNDLmpR1cJVwIvb7eq0tNFdF0nGMse3EIScf/0z7O23tnh/ytOfbCgqnIBJ8x7Hc2L4I+/ymFpoqSWLoG508VVWhKEsYzbLqcEwDDi5p8hU5f9Kr7PUkrUouwb2DSqkYwsg9gkSz4OZGvIOoi6x5YZCEollJjCgxxmAymXiCdHeIbhf4uq/93/CRj/9NfODDfwFFMQIApEmJ9bWr+IaHfg2Juoq8TLA2mmBtBAwGA7zswSdx4dL78fjnXoD/1//6PyJJNDbWDrC2JtDtelL+2miB2WwcEov4Ql7DQY7RaIqiyCGlCk6qCuujKVTix+Lbv/m9GI9T/Nb7XoT/+GuvwnAwxz13ncN3fMv/F/lijq97+cfxuSfvxD/92f8B1kgkicZ99z6Dh77uSUj08eqv+ziu7J7BF565D3/4if8JaVpgNLyMb/ozv4Jnzz8P7/7Pb4Kxq5fo+toYf/0H/ld82+t/Gf/nu96I9z/6bfjN31vDaDjGC1/wBXzXd3wIzjn8uT93Fs9dOIFP/Jfj+Js//G3odg22tuboZCWkMLDGYjCY4Bte/T783ge+Gb/9uy/Hjz7yW3jpS842yoe0N20tMAE4xAAH4thSzlQpPI94sZhjPi8wnUxRlhWEkKiMQQ4N6+o4dilF4Cdm6IV640VRxLSCs5D8AkIgzwtYu4fNTZ85a39/AmMsnnrqKWRZguPHjzcsLXKk+Oe5llC8cXJ7WxFY5X3nGCSF0lLGJeIjA8192vaEE5WLIozovhRMwi0ALjC5kG1Tk/jTHqUJ96VCgP8E23g8xvr6Ov7KX3gdbBhMqsV8cHCAxaKA0c0TKZJu4TymySa4IdycgrX137hApWtxzzdQn+ScR0YaJvfCc0cS57N1ux1sjPro9325isFgACFE3Hj9fgdZJ4WUvm/zxZ2o9N1euPVznDz2DISoN950dhq3n8mRpv5wWCxyHBwYfOGZO5EmM9xz10Us8ttw+jaf2CMvMkynDr3uATodH8de6QTTWYb1tb0oDKxV2LnUwcb61RonKyrs749w6coZ3HXnHCeOHaCqcnb69/D5p+/G1SsTZJ0cX/3ALnqZDLHlFkVRwpgRHn/yFAa9Kfrdx+DDVQc4e+5+AIFsLzxXVSoFlabo90rcc9czmEwOcPnyLsaTU5gu7sCZ0xfxvHs72D5+DFnWwdb2cTiZYDqVePzxY9hYL3Dm9Hk8d9ZhfW0H44N9TMYHsEahKE9iMnkeXvrgLjodGwUhNxNpHUTtB4C2ApWpE15PJhNcvXoVly5dwqXzO7iycwXj8QSLeYHZbI6q8p5/bQwK6fHsNPGYsV+j3mFSlSX6/T42NjYCNmkwn89QVhUELKYHB9DaYG00wsbGFsbjWfBOd3Hq1Ancf/99OHXqFF7ykpdga2sLH/rQh/CLv/iLAetvas1ALUysuTbtqM0m4WPCtXL6exvaoHEktgjtG+6YzbIMb3jDG/Dwww+j0+ngM595HO985zuxt7cXr8H3I3cSUqWCdkpI7hSi56XjwTqLnb0dHBwcYG1t7ZrPf1NrmnSqUKIO4rw5u1ozlFLCCcCyetA0gWRCV2Wz+BJNPi8oRqckN/85IZf6BiBqlNQPEkAiaCB+Mo3Puq1kyNjtYmldvzCAJK1LBhw/dgn9vo8i6XX7yJL1aIIAwMb6JZRlBqV6QUBn2Nys8JLR2RgS2e89h+nUh7aNhim6nQqTiU8c4Q+BCqOh14roGZMkwYnjJbSux07AYn1tD+tre0HbrpeUH7857r37s9hc2w3zNULhJKwx6Ha7YRyv4P57roQx90krlJri7js+CSFEdLylWQaVJkgC3Yv2u1LAxvoFbG35+G3nTsFoA9EJfD0lsbEh8PVfvwujK0zHGtvbY8znJfLAl01UB9tbc5w5/WRwIjXD8totCgwRMoe31lPUkrjAYIJFawsIAWvgSzA4g6Lw2fJ7vS6kSGBdhel8gUXuE6/0ej0MhyOkWdc7PssCZVGGjFcTWOvNUrgCu7u72N3dxf3337+kwR3GBCAmhbsB07yNZzb2WMuMpv3QjhYi7ZGsNG6Rkbd/PB5jbW0t8pq5YAUQrQEKuGhbdW0tk8Y/ygZ6XVPzbrabWmhWlUYVTimatG63i04mYG09YDSgQgg4ARgqqSVEY1MQFYgGmYeYkTCkcgTAcshYO6yLRyORdklkY6KY+LISQC9TMf8g0ZMowiJJZYivVZGozBcB1R+n+9IC5WnviG5CiY599b4aK6QxIu3YWgkHDUqpRac/D2Ojxg8ZHrdOG3Wp1EaaYBGS9NIhRNxGTmSm8rCA10oUG0/i3tKcV1UVzVzAh3F2u10IWdfIkRKwgeIjpITRJs6BUnXsM0Uccc2EZ+NpvKQvOEdzTJudh6P6+VCe6pNlQdM0sPA+JMuEsx83yjwhIIJmraREXlaYXrqELMtwfGsDa6MR9vQ+ipB0O0k6kadcliX29vZi7R6+Jn0280O4igIQ16mZ08Ya+e9toUn3pXHgnyOtlIJDqHS1ECKa7RcvXgQAzOfzuM8BLCks3GfAnZk1K6YZbhkthRUH4vXaTS00ycTjGpxPSiEBV5tzUhBJ1vosOEE4eGK3iWo6QjyukhIuTQHnghbgosYA5yvdJYnXeECLIyTwoBrKUjW95CQsSWtKEoWy7PuNL4AskVEoKSUD0T7zeLzz6f6jqUggOYg2U6Df7yFJ0sZC9fzAOq8gLSBfGlagqjSKPIeuSqytraMXhA+EzwDk4CtUWmuRL3L/bAAQPdkGVmuYgOU6qfzvJpz2Ye9ZT3yE1Qa6qlDBBwdw5xk5v8gRRpE09Cwk1H0qL4FE+exHAkC/10OpFIz1+SulEOh1u+h2PGUpUcpnS9IlAL9Wup0OpvFQlEhUM/bdC5Y681KaZh67VM3cmlIIGGei4IPzWZR05c1EE7PgS5+4OUlgHWCsgHRAIhWEVGHdmVCrxq+vgUqhrfFrlDQoJzCfLXDZGKwPu9g+dgz7ewfI8xwqSSGVjLH++/v7mM/njTXh98Fqb7b/zOrkFry1NbfGeKzAf4HlMiJ0SCilMJ/PfbavQIui6/UDphs5nVIiSdMagxTC70dVW2FtPmZNkK/DYvmL9vdR2k0tNH0QPpAkHthOUwXnVHMhOMCFAlNSAVJIQEhf8N1awFi/aNM0pJEC4ASss3DWXxshta2PM1ZhkykIKaCk1yykkoDQkBLRjPcLhLQ87x3nVCXnsjqnjPC5/ZRSUUArBcA5n0lHACKUKHZwMZ2dswbGFljkJtYBqknBtCkEtKY8jwZCOK+9ygTC+pyDZT5DInrIEoWyKHyuUgV//hgDW1UorYYLRG0YA5QVlDaAdVAOsBUFFPjkGbRoy/kCZeG1Rw0B6Rw6nZrmw7Vh0oym06kve8sEp5Rh3pxDlReoihKpVMhUAgmBsiyQSAUFgVQqpEohTRIkgZepoACRwMgEyimYwsBUFp2kE7RRX+fJcxUp9t2iKiVc10E4QFpFezVqvFBeI4TTEALQlUZZlJCggy7FbD5HXpUotIZ1ElYpOCSQ1sA5Axfi0ZVQcFZElodyfr3BOWhjAAtIJzGfFSjzAhsb6xisjaA6KebzmdfGMwejqxjjjbC+yIniBUgdrbbUTDMmvSFERWAmtfwFPBw5bj0mrNuRSEBd8lgIgfl87nnFYc49TNHD1tYWVJKgMgYySWCqEhAC2lm40BclwJSDZmkVEphtIU7vyaDtXu+g4O2mFprcLG6bTgCWBst/XjBOmr+OQP0znK9gxzOxyCjEVDQ/69NVIU29VphmXTiQ6S4wGo0iT04IRKFJ5iyfQGuXidVxAVobtU9+opM56bVIEzSi2gz3C8kT9pNEBe0SMAiCTgp0OxlyZ6GrEvNg3tYYnoAW5Ik0XrgG01lab1p6Ye8xShs0ImcdqrL0dBKtMZtOYwVMOAdtKzhnY1lnuh9RRWgM5vP5knOhwZ9ksIxcws7qrE1KKkTIigRGeL40zZAqbzrTvkmSGqYAAJUqn/KO4WhkDqZZhrSXopNlMIEbTEX8ABEcPAraGJQh4KLSBtoCgESlayyP1jGl8NNax1Bh0mL5urXO4eruLrrdDra2NgAARbFAkqQw1jQcJZr1y6+7ViXO2DyxjGfAbwoaCS5fOFbJD2xOLidhRrQf+jvdnyCv9fV174SsKnS7XWRZFnMzLPIF8iJHzrJuxaxcKonzT2uIrxXejzbGyTHoG203tdAE6hoxKdNsaMBWhVFa6/EuGNHQcoBgQriQb1DKEHLpzXxBmAhcvCfHZjqdDP1hF0kiG5MqhCeak0nMPX28j841cwxyoWmNDhE8SfTo8kxDnBZFP9NC7PX6UKoOUWvH7xKuSGFq1PckSaAStbTwIqNAGyhRR2tQWRHnHIRU0KauqskB/KqqUOpmOBwnI9N88brWPA8oNfruEsYogDTL6g3MNpNALZiyAOdkWVZHhYTWMN+MQUgJ2hCahHM6wOfcFAXKskKlKwA1QyLrdNDt9rCxvgGZdDCdLFCUBnmpYazDoDNo3LvGlO1SX9reXyEUjLGYTGYwxmD72CYGgz729vYaLA8+dkuaI3vmOLaH/N3/Xif7petxPNFaGzFUvj9IwPH9yJ+LQk/X1tYwHo+X5pUgH9534nl666Pp5OHrlo/jqnat91a1m1podns9pEldl5tjG4SLtakHxjgI57M9U+OebsBDJbUAJp6vF57kzCGhByAUO+ui08kwGPTR6/ViXwiHTBIFX3JCxhrltEGqSgOgoli1lhuFAjyOyjEaEgp8M7UXWtvTyDedMUHbRJ3piZs3nr6xbF5FrSEvINkiJapHGRLgImhzQoiGkNFaI8mS+HmuPdNzzWazKIAXiwWoJnue5w36GBf8tVaVIEuz6HwiMr5xdZ7VNE3gej2MRkPMZhNUZdHUYJkp6RkVFSqlIxOC3k+SJFDYgMoQidrEteGdbR4X7nQ6kIsCKlHoyhQqdagqA5nImA6Oa9xEROdKQFt70toCTiBJUmhtcPXKLja3NrCxsYHp/jT2kXv2vSNv0YDxXPMX/+8hipeHqeq901ZUuCCkA4petE54vlSuHFB0ED8krbUxEIHuRd+PuVaFgER9ONK//PpcMDYtvOYeuZF2UwvN0WiELsPGgCbAzM1YmiwhLLQh7ApRyNIEd7re+SI52B2cQ0L4PJydLPPhjbqub+6xT6/h+RDGXszU7k/EBHRERw9v2BTe2VI/FwfZvemJ6DnmAoID3PQsXMOw1mI+z2FM2TBNorZivdOCL1K+oJWttQfa0JF7WplGJini2lHMv0FtggF1ooYkSdAVXWBRxyCT958EK9G56BXNsCSJmcjpOWlzApwWRpxWWhMhwibU9lEqCZnE+xgOByhyBRMKq9Fa4Cal1saXT2CaZhQMSkJUEglqFgVpmYtF3jjsaoqcRqktirIKGHbNbuAClKdVa2tPzjk4i6hNe5aDwMH+BINBH4PBEAKIFUUJN/RC1GuobW2MmnPk12+ux/q+TY2fO1najBKubXLhStficBMJVrIuoiUS8GVyjnIFwSdc8YKTjxV3CnFnUPuZV+K212k3tdAcDgbodLKIY3DchFMauIYmpRcGxtiGcInahXTwpRDc0qQCIfIjSxonOHnuaVG0idB0rU4na0QC0Yb3969Lki4t5hbmxc0ufg/eT04TamvbQFiwHtGP3E0SVvS+dTVGxE9kXWk47YUm3YeHrVpnfWiha2aUIQjACRcxTq11FIQ8OQpPHcYJzATFOOcz5rfHIctSZFknCBIXNSMlaoqJUH7OhsMBjNnGfDbFIi+Qt4QVjQkcYCEbYbp80+pK+/BGqZAoG51XRVEEaMLFcg/Oeg6sKjUAiaIqUBVV6HvWoJXx1t7Y/ucaXyTLqao0JpMZelsdbG9vR6uIxr5ec4eHCV+rOQqBCo2PBccyeX+51kfrmO8V7ieg69EhKaWE0b5ML1caYoIXYwB4Vkf7HrxftBZpjVJbud+u025qoclPtbZpyicQAAvfcqi0g7VVA1sk54F1Gs6hIdiEqE12f02fPl8ED5K1vgLgYDCM2g5fjCQEJCPV85MQQG1OtkxE5xwgRUPz5SYNJ+q2PYh+QdULRgCwQsLY4LRxgLB10S2eJd1rLj5nKQ8PBXxMtPQSFb7KY3P8AaAqS9gg2CibkrUWRchA5bE/xDFqHzJUuz5N08bPpBWTcKN7aq0ju6FBcha+YJ5QEs46lAEKUUqh2+0BcJAAtLEwQROsgw5CyY1KQ5faczsZdKKUgjUEjZDQqrC7u4vZbBbx7MLlyMvSe/ITDSkNIHx0mp8Hny/V06y80KeYbOcldhgjnzmr5lnS+rYxlJME6cF4jO3t7UbtHQoCqSpf4pfG+5qt4SVF3Bv03fa8c4uE1iTPYtQ+3PnPXOARbs+/Q151KRWcqxOrmErDMv8FX1cNxcjaWEiOGs03Yf030m5qodk+eVeddDRpteZpIKVFljJMUwDOs1KQQPlt5EKcOmmbwekhwqZUMqk3evjPe7ABrQWkBKpKReeP917Xsbe8/80NQfdE2BwOAjJUyqy1Z/59rpVwAQTnYCvv0SZPt5MAgqnpAl+vyBcog5blnPXP4pyvtMiEMD9IEngKVKW1r9UEb+q74JVVqfJVI61GlVcRz5VKoDSeyykE4IT0davhtYtKGwC+mmBVajgLdDpeqOSLAllaAM5rm2VaeeqVsAhl0CCVglAKQiUQKoUUCaC8ZlVvKF8+WKUSqXVIuxpZUfpnYY4YclDkixzSihh04JwPe7RKQxcl+sMeVEipliiBrY019DtdHIzH2Lu6izJf+CqpxSLkRshRlhpFkUPr0pu7AULQlYXVFYGHkEqEn21gZjhQxU/Ku+Bc0DSpLK8DDCym02kUOkr58hoAoLVPXdhuUZiIOu9sOw+Jc6uFbX3Yrk5qYozxkUZB+YCUEKHYnUGgc4mmo5Q0fiklEpVhOPCRb4nqwloTw2tNWaIqSxiGl1KBQKUUXISkaB37B7PWIgusk0W+WBqPw9pNLTSB1ZgECQ7CWvjLx/cCSGsttO3Na7/q78uoyXDhpaRCmvia4kSTqCk/FkmSxVMTWOWRdCv7EDGZoJWQ2cJNXm4u8r5q7dPjWaNhdU1vinhPWFzGGCxYhm/SCrTRMK52GjVAdOcAoz1vVIjIMwX8/nY+Li1qKVS3nZxi1joY7ZNlOFH6qJeigDIGzngB6HmE3tzUlYZJDcqywmw2B+DnIs8LJIkJ1TClF/IQXtgkCZIkDRqdiFqGfwbAO2MFDBSgUiSpN6l9co1F/LkoPB9SOQld1nkEEqniI1ZFiU4n81ipUnCdDM44dEIlUKl8GebpdILprMB0VsCGQ1ZYXxlT0Nw5Dw8BgLalzxEaDnuvcnLljw7PyPOmGVgpvKjmeRt3bDd/hAkcbrG2CfHtfcL3G3GPBUxYJ0L6cOYGtugcpKjpShQMAgBVWaGsDAAFrSuoAK/4QBAF2enDGh9OTc7I6PRSypOcUfNC47gYn2dXCCBRNy4Kb3qhSY2DzNzk5qbsKvyG3j9MYHKqhpQKSVInRq0dObWHnIfS0fca2h/rL+8DN8eXhShgRd0PEpzL/aufs+GpbAlN/iKGgWZalnPO8wediybrktkDQIaa6V4zDQ4ZB2hrUWgDYy2yLIRdCgnrHLQ20LZ+XupnpX0dHAiv5ULAe7wBaGOgrUEm63kjIQ8Ai8XCC7JucB4IIl17ShDVVedjwzcsORiIo0oUqUbZWNf0wJJjQikJl3suZ5pm3glm6vIrnU4HW1tbEDKBtgJFeRnWzn1EkBSwXsaxsQ39DONMuSO5U6huFBrRPoiXQxvjYcgsnWu2wz6ypHk2NUq+Nxov+AoEfB64oEWrv7S+Cds02jTWrVL1PEh4q4fGifsiRLjnKvnv4IW199D/KcE02+0wDZPjJ0BzgXHBQ9cgDKSt2QkhoVRdEpd7bZMkQdZNIzxAm5qcArRoqXFtke7bfj8KUF1jlBRu2C7Jy6/pXPCIOwflHKwyjc3OeYCcy0qeW2styqpCGeK52wtcSllX9QzZeTzFyOOlRVlhVpbQ2qCHOm4/TTJflxy1ACchTcJKKYXSVKisQWk04IBcl1A6RSf0M8/zKOSIW9rpdNBNfFZ9RU46xefbc8dqnJpDIypmEqd5pUOEqiB2lI/w4mOXpimEFOhnMpTdTdHpdCGlDjlZAfLWa2Nx7PhxaAMUpcF0ltfhpqtaODg4tto4aMl8bnwliiQolTbWidYao9HIQyDV4YXGjtoaFgiWLT/qvxACTtROyrY2KtHE7RuOIGsgZO0c4k5JT50zQUP3feCedwifAZ8a32dSSBjnGslubqTd9EKTBp0mgoTmqknkXm3e2qYMbwQk+41PglM1BBbHUyl8kk5JHt3B+9PuG11jlbYL5yL+SE4lrlEDNd2GFlqWZUiTBKLTg2ALg4QMNX6QECBORPUyVPFrA/RCCKQh0kYlCVRwkCwWC++Bh6++qY3BZDINfRXodou40DlIT44e7kSrwnhVusJ0Oq1pPtqgG7JEETOArndiMMBwOIxjzufQZ/9pZs6nMc+yFFYaDAYD7O5SNiYdx0FrDaet32RMQ6aDxAERlsmyLoTIYY2DlAmodLPRBkrKWC5FH0xRVhryMBOZWU18zUZ2hKm1zFVNCDQidOjA7ff72N/fDzjojdNs+IVFS7ttr2EOQ9HBKISA1TXHs+0QUmmKNFhxFIZMa6Esq6hp8vvVc6ggUFstcV6cg0wU2soS9cvXZ8LSGF+v3dRCk4PPq4RP+3NxIFumMf1LgDmf9ObkNoUmPxXTNEWSqYiztIVwe4G2F0D7vrx5M9M2Tm0h6jrgQC2UayaAT6ohjPcOtzWCeuGYSK3h1KOyLGFC7SIumKkZbQFoSFlCBGES68+kKSAlVBIOjzTkGw14oTVV1OL5c6dpiqIsQ4kPiyRLUVQliqoEpICaz6GciElR+DhSwEC322tsEsJbPeZZr4HG2pA1Ruaciyb5YrHw2XWKCsLUZjwlGFksFkjSBP31QdSCIufVANbW2BoR4QERYQOfhGJ5XfMmIoiJxiEplY9RP6zRoU3jRF59r02noAxXR21+XTctM34dbrVxrV4IAcci62jt0l5RQgJBaNLBzL9LyTwojJfvdSUQ13gb3rJw3jG4UrBn0M7j/n9qhCa1tubWFppATWJv/7096UDzBOXhmcGNucQbjJtFLjtOqqpqmPgcW+RmL/HprqVp0ndoofEDg0xcWoxeaDrYsoRwWBKQJBQODnyGHB5BRVzLipksdA96P806EEKiqkw8takvxjnINAPCyQ+poNIMRaUBISGkgjU6mLQ1oVkphVJXcPDEd03PI7yDapEvIK2L2a1iX4KgIvM6BHB57VwFbSTgZhbNwxDwXlsir5MwnM/nmEwmPv7dAalIAINGwlxjDNIsbcwlsRL8mnAoCp+1xzqHxSLHdDqJjook8QlTji66vDCVzNppH9IE0XAts6oq7O/vo9/vYzabN9fKDQpQP7bNUEbu8W58tmVJOTQP67bCwuk/tJYAoKrKKDDJkcVj3D3Ryh1ybY9p0/7jIdCAg5M+eYrPnnVj7eYWmkKQszBoDMJ7Xrk2Gd53ASOiz/K26oSiv/MJoElSisjyAED5OJ0HnZ2nCwkpQ3o13xKl6n607wvENGdE3YnvwyGwzINJ5T3bXAjTAvPaDABXpwCzVQVnqARqhaLIA3bpBWee59GsJq6afx4R8LmQXi/czwRtd1EUwaPp2QNZp4tOmsJYi7woYfIS1hoUeQHrXKx17Td7Cl35BCAoPEbY7XQgZQJtNKxzKApfJK+qdDwAjLYwhUZZVNDGR9QI4XMvescJJYkQIams815p5zNFIQhPcjyLsDxk8LjDORR5jvHBAfJFjsViDl1VkPAJQUpToiwrOOfpLoNhH0mq0D3oI80yOCfR69KhLeBCTlefjcehLAvPkywLOKN9RBWAmK5HiEgbChSE8LP/xxqfl9PTZRySpIkdttc0D1HlgpM03xt2CrFmnYOztbA99KAPrd6HteCk75IQS5Ik7h06uKiP3oLxWbe4daKUh4YS5U1zZ3wKPeOcd2CGvSeshUopFp7KAddj4Q8BhVhl7gbajeukAN7+9rfjFa94BUajEU6cOIHv/M7vxGc/+9nGZ/I8x1ve8hZsb29jOBzijW98I3Z2dhqfOXv2LL71W78V/X4fJ06cwN/6W3/rSEBs7HyiAi/PUxhEAP8Fe6kkgUwUVJr4jDQhKodePDaWZ2en9/ip5ica8KvYc+b8717TMppenjqjpPJmh/V8SWEslAMSCKTCh97Rz64qoYsc1XyOajGHzhewVQlblnBVAVMuYIo5bJVD2ArCVJBWI4FFKhxS4SCthtAlnPaft5U3hcsqx3w+xWR6gMn0AAfjfYwn+5hOx7E0AAnNaBIB0JXBYlFivigwL0qU1iLXGrvTCQ4Wc0yqOUwiMNjaRHdtDSZJUTgBLRJYJDAuRWUV8sJiPM0xzzWm8wqT3KF0KQqdYPdggYNpjuksx8F4hqLQqHINqx2cFlBIASthSocy11jkFWZ5iUVRYTydY15UMJBIuwNA+BGVQkE6CeUEFARQVUisQxLSyKUq8fHKLmRqAiCsQ5WXmE9nmE9mONjbx3w6Q1WU0KWGMUCel5jP596bnggoJaBNib29A1y+vIf9vQmm0wXmswLWCCRJB0mWwQqLyvqMRWW5QJHPYKrCM0udghAJpEwh4MNpjXGwFhBOQrKXsBJOOzhfwDTCFCR8eOiwp2E12QaE/xpjI8zQFrbXawLL5StI2HGnFXdcrrL6ON7KMWSCl3heBQRgQ6UJhJKAFPFMcYHra4X08f/WwUL63K4QMM6Pp89RmiJJfOSWC/Qs6yS0lajMjR8eR9I0f//3fx9vectb8IpXvAJaa/y9v/f38LrXvQ6f/vSnMRgMAAA/+qM/il//9V/Hr/zKr2B9fR2PPPIIvvu7vxt/8Ad/AMBrMd/6rd+KU6dO4YMf/CAuXLiAv/pX/yrSNMU/+Sf/5CjdObRx3GKV6e2u4bXk2CeAhtBchZ3yhcnNZVpYcSHBhdiTZl9q084TyxumY/iuFJ6rKVV9Tc8xrvlnPBqCL2JjQsb0qoyp3crSY3YelxSgbDFKqYZ5pEMEjYUH1EfJGhyAxXwBA2C0vo7BYIT+YIAs7WAynUNrBynTQL0pvLZuLVKVYjAY4Pjx4zh/8WKAHXxxPF0VmC8WgHMwiU/z1aAFudrLT1BIHpI79FDHejuHEFPNwumECBq68PHJzjMKSBsXIUGkdRZX9/ZwcWcH8zyHthZZx2fR7/cG6Kgu8nyBg/E+nNXo9wfY3NrCaG2E3mANWacHQKAsCiATUCokjk5S9Ht9DAYDjEZD9Pp99Po5hEhQlhrGytZ6CA/szZJD16mD1/qkazq32nugHSoMIISnqkYi6BttUnrdvL2O+brle4SvRwJwo/OHx6MH64ab3fQcxhiGTYtloRuEM3fOpUka700aKsfkqa/ckXij7UhC873vfW/j91/4hV/AiRMn8LGPfQzf8A3fgIODA/zrf/2v8c53vhPf9E3fBAD4+Z//ebzwhS/Ehz70IbzqVa/Cb/7mb+LTn/40fvu3fxsnT57Egw8+iH/0j/4R/s7f+Tv4h//wH0aKzh+nXXMAnF9s8deG4Konnf/bjiUngXgYbYg+A7AYWDIHRe3hp5MYISyT+kP/EjxQmQqJqkMR6UULngtJjg/56zezuPCEBybx5YoJJ1q6HhyU9Cc9OUFMkUMbA5mk6PcGOHnyNgz6A2htURQGVWLivQm8H48nkFJge3sb3/It34Kru3t4739+LxazGbI0hdElyqJAqhLP98RywAI1zi2lZyEtyxi9tHnoGtw51DYfrbUoSo3zFy5hPJ6jLA06nT5e9dBDONjfx3w2hxIJhnYNaSdDWRXoDXoQSqHUGrIs0R+MMBquodvtBa6gREFRRtbEaBUpJHq9PjoZsL8/hima5Rb4M18LZ3QOUaiuciByQcGFJq2pMuQ7Parg9Pdo7h9uorcFJs2ZCPAY3xcNASult8rQzGgkpfSQCLBSEHsMeTmZSYSrwvqog01c49o15PYnhGkeHBwAALa2tgAAH/vYx1BVFR5++OH4mRe84AW488478eijj+JVr3oVHn30UXz1V381Tp48GT/z+te/Hm9+85vxqU99Ci996UuX7kOJD6iNx2MAWNoU3CkCLG8QAHDSNbK08O+2J51jKFyItvHE9nX479SEq89n3ueaLuUXI12XFrnP5+jgZO3FpgViWicsX8C19unxLxJkZH5nWQZnEYUq8T/pWbXWMCGRRKIUOt0usixFURbBw5mh1xtgY30TWdbBfL5Ap9NFvihRGE9bolpEHvf1pWU/9alP4S/95e/Dpz79KeTzOXSaoKoKFIs8OJ582BuNM58XGk8eIw/UcfuEVbWdDNwTy9dN5A86hy889QyefPJpzOYF8tJgtDbEC17wYnS7HXz4Qx/GYr4IfFSBg4M9FGUVHWWdbo48L6GPW5w62Q1ae4YkSSGURaEXMQbcOR8hZTwDasnbzPt9vUbrhK/N+vBsrkeCXkjo0XxzoUmfvZbS4fvYrJG1/H49Z3Q9GcauLVAJWpAswUu7ppFkSkxb6QAQHZ3ttRL5wWkdkMI98nwMjwJTfNFC01qLH/mRH8GrX/1qvPjFLwbgiyBlWYaNjY3GZ0+ePBkLJF28eLEhMOl9em9Ve/vb346f+ImfWPr7qgkAVgtL3lbRC9oT3b5+e6DpOu3P8xOPn+A+cVxTi6ixKP9uHRvbBNWlqHmUXDPmkTxc4NP9/WJoFj7jfFYIH+9OfadrEe3DQgat0pu/ieIHiMSgP0Sv10eadmAMUBQGvZ7nZnJ6CBWLG4/HOHfuHJ577rlQfVPBKr9JpBAwWiNRAhAqCv7D5tI5F1Oo0eawrpkSjM9V+0CluQL84f+pP3ocl67s4dy585hOZ3j2uYt44KsfxHd+x3dibeNJFPlOCN/LAOHD+dJUIkm9JldVOs5PmmbIMk/tcUJDY4TR2sinCkwUtDaYz3LkReVpQze4bleNAc8K1NZS+Tqnvvnr10wKwjZ5tqJrNoI00DSX2xgnvc81ObciIij+7H+Iz0KZ2wFEJxBPEQigITTbzJE2Y2XVoVk/0up67Ye1L1povuUtb8Ef/dEf4QMf+MAXe4kbbm9729vw1re+Nf4+Ho9xxx13ND5zFEyirYqvOh0Pu+Yq82PVZ9rNWQdtmynn2rhoW8uMmqUJRcwYeReo819yQi8/kQEEbNEsLSpv1gBl6T3xtHlII1FKIQmZd6pg9qpEYWNjA3sHB6gMMBgM0en4gm5GA3Pla24b4yIxnPpIwvbZZ5/Fr/2nX8POzk7AqgSSNPE12gN0onB4UliuJdJcEtXIWdd4Rq6JtU1XalVV4emnn8a58xfx7HMXfBldlWJ3bxdPP30WTz19FpPpHEmWQSUKSldQSQpXFjChryqUErGBpSBEoLo4Bx1ioo3meTpDmKWnbX7RTaAWnG0sUciaDkTjVWPegHM2JnXOsiyGogI3puW256MNW3FhyU1woh3RK65xAAp1chGaU2MM5vOFT0fYshpif22zYizdk+8Tei6+LjikdZT2RQnNRx55BO95z3vw/ve/H7fffnv8+6lTp2IVPK5t7uzs4NSpU/EzH/nIRxrXI+86fabdKMTtsHYUgSkAOHk4kH0t7fUwU4R/lhPOebPW+gJltk6oSlQQETzyVC6XrhVJ8sJF3KZOplzjVCScGnBAXMxqaZHW5r2DruoUayQ84zUUsLa+jspoQHqCeK/Xw+bGJqYLX8Gy2+3CF7XzZS6McYFXaVBVvnaRT7xboNvtYDab4dOf+jSMtRj0uqicRaLSIHh9khENE00yALHIGD0XPT8xHSjKhsaZMGtH3L1QosG5kFxaeueQUr6A27PPPocLF3ewc+ky0iRFp9uFkAl2Ll3FH/3Rp1GWGlmSQiU+MYuxFpWuoJIOOt1ujGThhx3Ni9Yak8kkVoasSl87yD+bgU/xdiMrt9kCew6Uws8fdBxHtw2sjlswNI7W+uzy/X6/AVXQ+9cTJm0oqy04+d4x1keFeRM9lFNma1GG1E3W2ujwDD46AGEOUWuUPIyY6nLRs/t9FQr8SZ79nvaACUlkyrhGrV29b1e1I1GOnHN45JFH8Ku/+qv4nd/5Hdxzzz2N91/2spchTVO8733vi3/77Gc/i7Nnz+Khhx4CADz00EN47LHHcOnSpfiZ3/qt38La2hoeeOCBo3RnaRG0J2+l2n2diV7l/Wvfr02g5e+3IYIae1mtXfrPoqENctyFsDrCdQnD5FE8QBNg55uFrsnxTi/E8mjeUugkaYfR+aUEkk6KXr+PrNODcRJOJBiubaHXW0MnG0AlXRgnYSDhZIp5ZaHh6R6lsSiNQ2kc8kqjskBlHPLCRxEJIT2vFgqeY+mTehhYOCUgUgUkwayTgFMSgAKc8pQcIWMCFSmBylTQzpe2MHAwzsEJT2iHkJ7gJTLAJnBWQYoMB/szPPP0eexePUCRG+ztjnH50lVUhUVVGFy8eBmwQKoEJEygClkkEjCBJuZIa3S+oNxivkA+X8BojaqsMJ8tUBQlFoscRVFBVxZVZWGPQHNpN5/N3yGRgBIWwmoIa6CEhYJt4IDO1UXq+PogLNgYE9gHy0oDX8vO1ayDw8xZfo+24HVWQSCDlBkEMijZgZJdCGQwVsI6iUWpkZcVRJL6lG7SoQq8ZBKUnDJIiVniAWsNjClhXQVfHdYAwkBICyENnCthbAnnKmhTQOsFtFlA2/yGx/5ImuZb3vIWvPOd78S73/1ujEajiEFSFbn19XX84A/+IN761rdia2sLa2tr+OEf/mE89NBDeNWrXgUAeN3rXocHHngAf+Wv/BX81E/9FC5evIgf+7Efw1ve8pZrapOrGgd72xofF2CNCXaurkyIZRz0sNO1fb3DQHDeGvgkApF6Jf5D+TOXsR7v7KkjdTgQzsFwamSq1QLbNQQxJzkbbYOWmDY2gpQ+36R2DkVZwjkAUkGoFNrYkEYtVFwUMlBnfLq1oqpQVBraWJRlFfrqqTTdbg+dbg/WGPh44UCZCnQUKWUUdLWwC1w8yloqFITwqeWoZANps1ng83lNUCMxxkfNOPgwTCggZCsiGtOnP/U4Lu1cDlpuiG83Br1uD4NBH/kiB4Z9GF3BOoM85Ma0wUKoqhK58Lw/3a2zGyklYYxDVWksFjkmkylms3mYB6pRdX1N7vBGIaJxtSGwKIOXupkNi0fZ+HnmEE7TKbQKm2S9avaC4YXt9d+AioQPahCSajfVmff9QV5BSgEHC6l8UT9tLKT17BFKhL1Km7WGW1waKpGQMoSRSq+NA4C1Gjam2AuMFRFSBrob1zSPJDT/1b/6VwCA17zmNY2///zP/zz+2l/7awCAf/7P/zmklHjjG9+Ioijw+te/Hv/yX/7L+FmlFN7znvfgzW9+Mx566CEMBgN8//d/P37yJ3/yKF0BsAzott9bhVP6N5c5bRxfWYV/cSCaJmwVHsKv1YhBtw4Cy5ppE19pJiWoP7j6+bmAbZtf9DfvUW7imfSeX4R1xcmG11n4YmFJlgEQyMsKZVXCLQSyTheDwQBlWSJLU6RZgnK2CAteIssSdDrdeB+lFPr9DobDYa3lhLGhGjx0oLiQo7M9DzQOtZllo5lFG4YzB8jJEefICSh2dgohsLu7i8985jMNr7KvfS6wvr4GpRSKIsciX0A4AWM1ZrNZ0Pi9B78sS1jjy0Jn2cLjl2EcZ7MZrl65gt3dXVy5cgVXrlzBbDYHFV9TSTgw/hs0yklJGh8vdUEHGTUSlBR7T2PfxoJpDnhbhaPz9/jLORczpxM0wP0LSilAsFj9uD9czLbVFphtSxOgzPYIa8urKwRt0RjU++XoY3skoXkjgGm328U73vEOvOMd7zj0M3fddRd+4zd+4yi3vm5rmwuHAf+HaZp0jcOcP/y9wygKh13LC00LZ5pcylpgGn8KchqFqOPJyTThp3rkTbKoi7bXmKI/+Gd4SjvCd6gv3ANrgxCh+1lrYcoS2vi4816vh4ODPeTFHEI6GFNBKaDX62A4HGB6kMXyBL1eDydOnECv1/MUpLD4ffx5BaN15PA5VyeoXXXgRcEeNgkdCBSiSfPDU97Rs9KVhPCZlT7/+c/j/PnzQbgaSOWjfNIsw8mTxyElkKYKZVkglQplVWCxyH2fjYFUgdvqFKSsQ1LzPEcn89nF6yqTLjqqvAnpaVi4AexwdWuyApbXYp34gnDgJuzTpDrxlIOH4fL+rqIhONvQFm/cMiJsUoia1A6AwQQek1WJXy++ThLhnwKD/gCVruPOqd8095RmTykJBxtDnZ2zoOQktC64PyCO/RGA5Zs69pw7C7hGyIVCW4PydvBqgXcjpyW/bvvzbUHdNFmWuWG1ZuhPyLYwjr+L5ubgz8MFOf3exF3RuCe/r3XOe+aZphmxKMCXpSiruIiNA4x1qMoKWUdBmwo7Oxdx6vSZALgDaSqRdXz0z/b2NgBgOBxia2srOr5sEBz5fB5rEyVhv0kpPabpml5hKWUspyGlhHCqkSXJf77movIDxH+/qfForbG/v4+9vT30ej2kWYJ+v4tut4vTp0/jxMljGK0NkGUJsixBURY4OPDOHNJ4/LgbWGkjmX82m2E+nyNNOh7aYMLNhUgfCjqQIoFl7x+1OWeX1hRfkzR27RyUxN3l65pw8oZDbZVnOa7Xeo3Svelwp2vy2HcIAcvWIoBYkNBzlX2pY5XIWPnAU4s8pu/9RMyxFLD6OskMUabqSCJ+r7bGW++DsMeOMP43tdDk5ugS5eIQ89w5B+NuLAJilenBF2ZbM10lzGiCEiEhVLNOeXNhNjFVjllW1sDZZSI711bpO9x7699vajLtkEuOf9YmuwgOmeDAqSp0egP0BkP00iwk/lggyzo4f/45DEZDDIZ9lLpCzxqURY5erxev3+v14ubtdDqYTibI8xz5YgFjfMEyX87Bxc3Bny9qMEHDhKtzRXa7XWbOrZ43MtuMtZHzWpYl9vb2ojNhfX0daSfDYDDAqVMnsba2hixLfU5SKTCZTHDlypXgNEnhEwST465EVWoY49DpdCNkICCQpVkokmZDCGtdMkNKCWeOljX8WmuV1gBxf7kzkDSs5kHdbIcJyubvK+h0zLqhZ+O5HbzZLeCJA3XoJPUtXCVqkTwBsTYVqqoMU18/I1+zPAmPcw7GahhL+95FTZNzmrnjle+hG2k3tdDkJsFhAnMJc8QyT5M3/h0uEFfhJ22tlF+3LRwr50PJuIecnkEIX6WXLybSTJxzUTNra1HtF528TQpSs0wD53VKUWtp7bEz1sAJf+qXZYXZdIZSW/T6fagkhRCAsRpVZfDEE5/Dffd9FTY21iGTJJb4JecD3Ze8/UXhs/3osvTWgvDEdp/73VNw+IEQo5SM9wo7AaShdk6/3w/Jf7MofKJA4toXLGxwAHi0xOLKlSsAHGbzGUbra9jormM4HGI4HGAw6IfMTAYHB/u4cuUyZrMZer1uhDV8OjwLZw3Ik+8dKpk3E9kzGKND5UoboQU4tARmW3gebjK2xV57ffrSLEk0zcuyjJ/1a2N5D9CheS2oq90rvm7apnrbEZQkCkLWFSa50BLCrxEpeURfu0/1Guf0O2ddwLv9+BrrM1GRhbGsLK+OWrrRdlMLzTZ5FmhOYhvjq/+tM6cAraXpvA8yan9heZo4Mc3Im1VmFdcWuUCzxngTMwhEKWTgpAnAAEq4YMaE6oRGxOxNPt2dqpUt1yTnCkGLjDap96Z6Qp8ApT6zzkKHpBY+2zVFW/hoF8o7KYSDsQhlBjLPvSwKTCuNTreLbs9H+cA5VPkCX/j8Ezhx6hSElOh3E3SOrQXsz0KXGpPxFPv7+5hOZiiLKWyRA0b7TFUiFI4L2gYivOInJGoR1huzQvr++qTDHd9vmQAB1eTzH73BiYCUGhAKDg4GFbJuApkKVGWJ0dYa0ixDv99H1usg7XgH13Q6wc7OBcymBxDBK61NFTyxpJ14QU/9LMsSs/kC4/EYly5fxeXL+5iMc2jjNX9aVw6udkqyZC0QhM6uxthpzTp6LxwkNqQQTFA7Ljl+t+qAbDc6bA9XPIjtsWx5QfhcqtoYCK1hASSxP+FItDWk0OYVU6u9/r6eubXWp9NzAcIyBpX2WLjXVEXcs845n0/BwjteE+LBri7zzYX0jbabWmjyBcC1vMM4ZIRhOEWn0rL3TCBs1vCeC8RofwEB0Sqwtco8p1ej8h0QKuM54haFxe6r9BlnYQFY6VNZVdagCs4hYV1IQuxf3LkTycHSV29UygsPKUP9aUeFpXy1Ri+UQ4le58ntNU2maGCa2gpAlA1cMUkEoDVcpSFkglGvh7TbgXEOF84940unpgmSRMFog6qoUOUW+XQCkxfoCAmVKHT6KaxNvMZqDFTQekWioJmm4elRPqLIOgdTFgFjzbC9vY319Y2QrV1BhtK8wDLWJqXn/DkZ6r0nQNJNsLG9jjvvuQPDzW1ASmRphkQpFGWJnYsXcf7ceUyn+xgNMvR6XRjU1BcX7qOkgpA+RaFUPl2hNhrzxQJXrx7g8uUxxpPcJzTRtVPOr53lfJQiEL1FzPi5Yi0LfyC6sGhdEFgQviQ14Bp4L42Dcw5KJaA67XHdt0xfvof4z9aQItH8npSUllHBSQkDf8gJ55BIr4ULkUII1RBaTQFOeRHSgMOG5zHesaMr42lhoSYQnAt1hWR8Hj+uEtKGHJrSAaiisiGlCHguYjAAfe9G200tNLl22RaUXJA2nSUS1mqv16zAMmpNTjKNLVwz8OBWge7ttgrnWXV6uzD5nnrSTCsnggbmrOeStfFK+kw7/rghUE0tZD3YXwtyY5oYVsOZBKDSLgpXoM6DqLVGUVbo94PjSPoch71uF8b6ettlWaAsSlRFBacBqx3SRHkBawBrO3EMeUZuSIFF8E5TX+LzGJ+TlLQnKWWDViPkamddDeOQUetCfLOvNTQYDrzGDYXJeB/7e/vYv7oLXVVIVYKNtTX0+yl6vW40dWkuaxpLvU584IGnJ+UsIIFvzHpdLENKR2pi9c9knlNCGKIc3UjjjA0OsdB8kFOzDY0pqeJ64IIxSRIkaQopUpD23HYaeYdPFSwvxSAZDxUJ1F7+Oi8o7QMF72tadtp6y0lFJQlAdIxxS/BPLMvRl7vx1Fdt4cVPstqEDQsTh1NaODa0RKMIGbYP+25bIFIfrncf2jw1Wds2+uCEjamxgDq2lvrG6SQcB1RKwTivqVG0D9+clgnTNrZD92sfCbQBFetrb9DHxuYGVJYi63SwNhr5rPCLBYp57p0d1h86npTuvaX0jIR1OhcieKSENnUhOioxIUK+RUrmQPHJ1CeZJo1x49SW9hykaRrwyyGkkICS2N3dxWQyhoLA+toQEvBhlVmCJK0TsEgpI3bshUUak0z0er2Qpi7kdQweYkps3bY+6JBuC84jC89Wk5QIJTAW2sLvsEZQEu0tijijxoVm437Sa9kqENNp7OuoHUqMXAtUrnh4LZBi1gkTFXA6YJ+2WXqaO3W8n6kpqOt+wUNTaN+vCeEdZp2uaje10FSskFXbXOYDQ6ctaZpkyvLsQLzxBUw5LD1W4kLJgeXqdiSs2torvxZ9tnbShN+Z1rcqSw8tKI43cQFJrR3a6YDAu7NhIzc9hkLUpy7dizQ8BwAyjePHBZANZpcEUIWkxtZabG5vxczeg14PW+sbgPWaciIVqrzAYjHHPF9EzcdanziCwjqplAfdj+p+p2nqAwSMw3A4xLFjx3Ds2LEQ+04aRF07iW9Wei4Pl9ZOivV17/iBANZGI6wNh/8/9v415rLkLA+Gr6paa+3jc+rz9EzPtD2DPQfsGMwn3F8Sfa8IYPGOUCT8I0II+we/LIMSrCBkCSkYxEH8CIoUg6LIIpEihOJIkSIgAoMCSNgOfs0htgeP7Rl7uqenz93PYR/XWlX1/bjrrnWv2ms//TzdM8YNb432PL3XXodaVXdddZ9vcoFaLqEszXeQUTBbTKJ7lLU2csdZlsEpUotorSNAcjmRMoSnOtckUOZ5ozlfzS7UcKGrZXrlOUDgpNCWEiTt8Riza46kqcMa+22mQBt5dd9WjfFYE1eZtcFSkTHKCBDl/jZp4BwBrjZBxURAaK3DMiQ8kfQtM7u3dZTtRMfek3dCyojw+EjwPmp7pEGTW7p7SABNiREIhbSwWu73MO6RFNAe8I04nIqCKWit6mzaXGp8dohw6RLdfdhVkTjG83tKa3xLvPZcPrVdMpfva62F73jPlr5JU25LqRuTH+2BTBtAU8by/Xu7UFqjPxigKHrwA4t+UUArQMOhV2j0izF6/QKz+aKlamDuYVmVsWok0LikZFlG1mdHyYfPnTuH06dPYzQaoSiKYBTqt9zA5KKoa4s8b5LQZlmGM2fO4PXXXyeucbFAXuQY9nooPVAtl6itpQQitsJiMY+lhll8Jed9g35vgOFwiI2NDWxsbGA0GgLQ0dWGx5Wz97BbDfWruywEc2aHt8aG3mIavHBpSmjzqODAc5M2aWiToJllxGEq3baiS9qRHg1ynhovj2au6Z0cbF1jsVyiqkrUdcNhStoByHshpV8aIRqjLs5Y0shhDv1pe6RBM9VbpSw3nwOgdYzFoe60We2dVYoE3iMScgogqcie9im9dwRi54I+s73Q+d+SJZAT37VbMiE1URI2WGwbo0Cb6wUZtwLRpJuNHAleBBy37ixl/tEgxXqmDQFMVREBO1BBOOfQyw1Kb6FDtiat2klm2Y+zrmssSirXC6AV+gcA1tYY9fvY3t6O+Q742ujfJzYGueGli8YYg42NDTjnQqakPuaLKSbTWVAnkMW2WpYU+1xXLV2f9CXsFVQ6uN/vx7IbDJAcGMDvw/pQ1jdWlY2p81K6PaxE76EtcNpp1vZGXXT45dwHaXGPt9YaRpsW6MUxdh5KrJfUhY6yxdP9FotF1ElzfgXAoyhIcpRZjJxzKEOuhFQSI1rVrX4AktO0gKqxDisaevgHIp6ngNXVmGj4fB6nVD8ogadFJHJX1QoaprUYW5yXsDKn3E7aRzmBGTI4j6jXVIr1kwA8kBUKnkVrR8AUbg4gEAgTgSRk72FA7kNQooJg3CzIMhkeQ1wRgo+ms3GXdsbCauYYQnkB6zCdTFDXNXqDPrIix6AoYCz5L04OSsy1RlUOMOjlKHKDzY0RXatyZGXdEqlYFQIAtrZQ0NAhEYaCIvcspbG5tYXz589jc3MzJjeWCyVyNo64FK00xbUrFdzJwL5MGI9GGPQHMEZjc2MMowFX1QSUVQ1bU/XO2lpYkJtWUZD4zfdosiwxd66Q5SHZhAkW5ZASzXsFaz2ct9BawThK3pHlObI8AzzFolORPqqsuBbg4oJX8Suf630DOlI9weMt487XNXnNuvUg1ShxndXE9XEGK+byaH20DTAcRcV0BXg439zPe3Jfqqs6xqxzH1g8p35QpiPuNz2L1RYezquY98E7B8vX8XuoVU70sPZIgyaAFnitONSKcxrWnfz82FItWfoWWy+AEWCRt50cV+6kfE4qjkdA9o6silo4kAd/NmsttKWIFXgLpTyUMvAulIENJTp84P6sp9rf/GRFDwKUgskysmYrBWhDVQtrC1+FlGs6ozIX3qHmPIIK0EWGIs9Jv8qxvFaTeqCs4B2VG4mbTHAvQaahslDO2Dvy/axr2KpC7T2qcoFFv4/t7S1UlhZsVdFCKYoiEj9AxplBbwA3K5ErAFrDGbKYGp9DGY1TJ0/izJnTIdSOXJbyPEOeZ/DWQTlAWQ9XWlSupCqOAJz2sK4ijy+l4LXFqD/A009dxM1bN4HaoWdybAxHmHkFbynbTt7rwZclXAWMgrVdw0Cbppyz1xYmUyj6GbJehrzfw8LW8LlC5WtMF/OQJg+onUFV1/CoYIyC0RmyLCdOR/OGB3gd6DThNiOdKlAIpm+OGxNoyykY0xhJpXdCYxRdby1O6ViK+akekfW0WmtYD0DlgDfwzoDSCufkkiW4XCmR8b0Y5Ii7bMBxuVzCOspWRTky2wmFm3XWlK0mVRePpaPic4pc7hqJMQw3e/8dw+72SINmOrkpYAFtji7uQKEeTxd3uk7sJmLxgGsrnGVrZalOAJkS6bbF33gPTzHdCiFaJVq1WWelIifJhCq5XNlvMTi0sAE4AyhrKVzRWlZMRRGcDTs1c8qG/A4BQIkKftINSBsDlRmYjMRKmbHGex8zwfM7LhZL3HW7cdFtbVEC46qqYvIRElcd5nMLWy8BDwz6w5hDcWNzjGeeeQZbW1stvRmXXs5MRpZwXpggjrMK3gV5npN6ILxnnud4/PHHQ59q3L51C/1eH0ZnUdSezxfY29tDUfRjTDRzS0RnHl6rIIr3kfdycjT3DtBkxbbWYj6fYz5fhDhqDw8HW1K+x9o2JTt4nGlOTDD0dHFBHR4jUFF9JK/hDbr53tL6HNpWn7H6O3Oc8IDzBoAK4MiRSY1RSKqQJANC5ypkJovn01qggBDZUuDWuomll5VIw9kNJ+lB9MHSZvyHYNOP0B5p0JTg1QWY3CRAcRYU6fKSnrvuu9YU7gg0+rj79S8CqLNxQqWe1bm2da/rPYwx0KoNtqnxh/3XWvo7Iapzk6ntvPeNjjK47bDoo5SCs75R8gtrpTEGWVGg6DclCbhudZ5Tsg7W53nvY9jkfD7H9vZ2/J3Hh/WLxBF5KF1gPpuT6N/r4bHHHqNSusMBTpwcR8uuBE5Wn0gOJuWuWqnvPOWYHI/HeOyxx5BnGc6cPoM7d+5gf38fSilsbdW4d+8esiyPbk+tJM06cNgcAx+yOnnvUYVziaPOo0WYn+0Du5OqeeTvBof4DqpVWl3XJGg2ovDRm1RfpbAp+83RZMxNsqsTgNZcMO1KdzzCLWYKQk0hrvnkHYxRcJmK/tWcrIRUUjo4sQNKU02tRjzX0beXW6o7rusay8USR22PNGhyWweWXeco1fiZdRFsqoNUAnic9RSJEJr8HWi7fUhA5+dIJ+dUf8ocZNTlhEVXliWUs4BudvS264hq3TPGlWuKjlkua5R1E6+rVNvow1ZgAC0OwDkHI+KE+fo8z8laPRigcjYWSBsMBtE4woDI99NaYzQawXuP0WiEzc3N2EdOb7dYLOC9x2Pnz+PsWYPlconJZILTp0/j8ccfx2KxQJ4bKBXivcW48dhTnsrGv9N738qExPMiczVyItx+r4ednR1sb+9gb28Pt27dwrVr17BclgDaWdB57Hn8DetSoYJ7F5fJJWt7FUCeDEIl6po8FygRczuBRbPBEfcTjrboOJx4KLuoOxz9V+7R0aRaafWeeiVBmDQycVw5AzpvxBzKmhZ/k9wi9ZGNTw0zUkc3uRqUPnG1RDONXwPsUsQnw2PbG0Nuogzsi+VblLn9262lg8fHunSKgBC9sWrE6RLr5QcgQtRZA6hd1nHeQaXlj7jJtiuQBE2t2lm2JSeqjSZdIWc2F0AkQTnth6WwGyC5t8zyIhcSc4tAk+8w8/nK2CmlsFiQcaQ3HGA0GgVuqoiuIlVVReBk6zaDFdd72tzcxNbWVgTMvb09eO+xsbmNfm8Di8UC9+7dw5kzZ9Dv90O5BmA+36OwyyDSs06NxqtxX0rLLcjNiMV9/o18K0lfSRFfpCLhjOtFUWA8HsX54qiguq7hvEduDHr9Hvr9HrKMvAiIXiiPZFVWqGt2LmfXG4pM00p3em4oxYbAtmdFnAv6x8qa4HNSx365wa9TL6X3kH2KTIfWUMoITls1dJNpKOMhrdktFVXUXzZJvCUzk2UZ6S+F9EhlWBYxc1Rdy3IwjQ6UVFm8JptEOF4p6NAHGZyQepvYY9R+f6RBE1h1ETrsPNZLerSrN647lxcgN20U+S76toFIElBX31ickGAJNMSbZRly07jhMCjw/X1WA6K8rwSh1J2GOUl6TmMllPpGY0w0DkjOksHeGEPKe6tXQAdo1zPifshFwYDFRc/4nvv7+yjLEtvb2zhz5gy2t7ej+D4cDuG9x3i8hcFwE5ODCTY3NzEcDikCKRhdrC1Q11VrzOOi9I3Fl/vDfeJx43tJkAfICp6ZHJmh5B+LeQkFg35viNpWwchiI7cNcAJdg/6owNbmFjY2NzEYjjCbLSJws8uRUlPE5BKKKiM5rFcpdesxJW2hEzRpHkmaklnb5TyncecrT15DxwC5HGnVTsjN42udhdG+Jf5LFQzPmaR7fh6tEduiH6CJFqvqknT9YWNUPniKKA/vg0O7oWgiiiii71ppaNd4VrAkxtwvW/AX/1DE8zRSpatJ8IuApRyNt9JxR0rPbz4gi7CwVDbZpttEK0W41cie5hzZZyYeo9gX0QaC4RrQBq6u4WyFKsRkSwDkJrmIlvgfipXxucxlaa1RVxVKkUZOukyx/ckFfVDk6MIxShDhMJ1OKS1buP9wOIw5Lp2j37Msw5mzZ3Dq9GlopbCxsYGdnR3KYVnkKJclxuNx0F8p5Fkftrbo9/vNQte6lfpNqilkmB6PIW9M0vWGr0vFRJ4fpahUh1Iap0457O3tYzKZwjrKSs/35QgmTmU2HAyikz0ZM9rZt4zRyDKmmQrOsclmFTRbXN6hhdd8SMq8ep0TdKqUEol6ibPK88PjrLs4zZVne0pZCMUJNqhUxar0xgZEH/TBZBxi2qZ5MWENktRVFHnc7F3gPPM8gzMOmW/6zqoRdqEz2iDLG/07HzO+nS+C1VhlWcbw4vofCqcpuYxUb5M2qb9knz+lVdw1mfw45yH5IwbpKKST8R4hpRvtYgAaFwdQjWuldax/DfZz9JSSTSkVAUuWzSVdUciQpDS0D6nStIJHBluVqJYIdbY9cg2gqmFLF+tBpWAf9UBexwzt3jvUgdAQ0pmZzMD4LGQtCok6bM0OBpErK4oCUCR6184iL3oYFsP4G3Ow/X4fg+EQo40xrKMqjUoplHWNrV6OJy88idF4jF6/hyLEkA/GYww2xyFefQnvDIZ6REXLFguYwqDwOeq6RBVq88hQPAYz6bOpABitqYgbyXEA0OJi2uBAJT6UArI8w2g8xvnHz2Nvfx+vXf4m8pyc1Yd9qs45GA6xXM6Jo+4N0BsMQYGlGjrPoU0G5xUWixJ1iEM3mQJpTajsrvcKvl3zLyFwBF/HTuoPdIdAh02obGFyyoKeBG8waBrDZaPX3HkNkGutkRkdxlYBcFAa6BVAljnoTKMKSf5CQi0YraDhoDUl1qB67LR+XCiz6z25UOVGoZ8NUBiHXFlk2sF4i0FuYEZDeN+I1qQqUEHH3ocxWXAK0eBCezZY3jlPgKy6ulgsqKRyCIt1xzCOPdKgKWuAp/pAoK3UZm4JWA1v5F0zNdZIPRDvmqTobqJllFagErQCuAOoshhQFAWG+bD1PL5n4xgMQAE5IECPRSoDGA2dGWTBwUwZA5NncH0LX9koxrBuktx3iKvh95IW1Ki/0xp9Y1Bn7SqEWlNWcQAo+hSmCAA936N+WTqPuS4e37IscTCdYKMucerUKezs7GBjYwNbW1vY2NjA5uYm8iIHlELtHZSz0NqHMr0KusjhKiArMlhvkRU5MmdR2RreEidbh/fk+jusN/XeQ1sCT+Y+4pwIVUlKH/SFNsTIoWQGJ0+dwgvf+QK2d7axWCzgnEVZLlCWS2ij0euTa8xoPMZoYwNZVsBkOVxtYR05Zs/nS1RlHRbtEs7b+Bwgjc5pJ8zlhMyHieqpAcl7D6Wb+kBAUhU1qKiEh9MKsyHXEc8r66OLPIfRQL/fC+57Dv0+JV3O8gwmC/Hj2iDTGkbp8B4hT6xWyLMcWZ5HQ5chWRrOK/T7fQz7BlpV8G6BIgNOnthEWXG/TUsyIkkipxyaHA3nAestbEVGnul0iul0CoA2/YODg2hklUbVo7ZHGjRlSwkjNdRIUV4CF1/rnGtlgpFK9K7G90+NLG3fMx91eul5MuZaKcDDRQU294lB0FaNUy9zD9EFyDo4XcVnSIsgWeBJeS71txE0TQaVN/pI7htvHLWvovHp4OAg+kMaw9Uk21FUHPY4HA3hnMPu7i6GwyEee+wxbG1txSgeZXRrzOXiBjyMIcu/cwbWEkfjPHHu/G58rXMuujaR+OeCOJevzJncKNO5lXTD8+89+ZueOnUKs9kMBwf7qKolbVB1iTwnneVoHERzFSJerIM2BqPRCHkQNdOUcl3cbnc7okNl0qSImpZ/vl9LaZ5110oBWaZQFBnGG0MURYa8MBgOByiKHINCo29KFMYEcCXAzLQhrp9YQUroEbLcMxj7bIj90sA6j+0TmzAZ4GEx3hjgzJmTWJbAYlFGGuV+VVWF5aIClUtu1BBVVWE2m0WukvW68/k81nmStol/kKCZEp9UOHd9B9px5an7jzQmpPc1QmfFYjY7aTOhMkiyyMQLBkBrsvi71gSc3C+ZN5Ct61K0ZL/IWBgKqyGh1JcMee6jCC2tmV4Tpwkg9lECByfAkP2NpXJdDe/bxbNY/VD0ejhz+jROnT4dy1HIDSzPcjjfTtYhLZlGBZeR4AQO5Uk8LjJUhhzWZ7NZvIZD8WhsVgvUhUlt9ZPHXc6BfHfpJjMYDLC/v4+9vT3MZhMaA6PR7w+CsWpEdADT4mC8J71jl5fF/cHy4Vqns/yaDSNt6bjINVLXSxQ9A2U8ejaHqTQcLPquBwUDk1XwzsC7muhWG+heD5ku0OsXVERAaSgD6FzB5AZ5L4Pq9TDsFXDWIcs1al8D3kPnCsooWFtjPp+H8slNBqaqqmBrEvHlmqmqCvP5PMb7T6fTKKJL/WXKqR+lPdKgyeIv0ICitL6lFm0JjDJbCoC44OVCjqIaW5QT61/XbpVyMzzJkvOVLYKcp5BG6XMpDRwceyv7RmJnYwjhY7J8LXE2SIBUZEEKuzZzZ2xgqWvSa7IFvCiKuDnUdY0866EfonVYoR451LrG3bt3Md7YwPb29qpuzXfkDBWKex0NCqSH5SGjdyPuW24iy+UycsD8fOnW4r2P2Xn4PqknQirKcr+4djpz3Kw7HY6GGI9Dko5+D0YbAJpqHgW933Q6JT23auhPzhX35UGb0ho6UUlx09oEq72KDuZHfVbXeUxX01mJ2ZJ01CajKJ7hsI+iV6Dfy9HLM2Qma7hMpdErCoq06heAaednyPOccgjkU+iMIq62T54icR0as0WJ/ckUu3cmuHdvL0qD0qWPFMONOqyu61hOmUGTN7I0m9GDbF6PNGg6a+E9vQKDnQRPyTmmO6b8SIs2c4uSK2PLcWp1ZSDgiZAAqrVuATOfxyApQY76aZvwrkBMkXg98aAMWHLyTUbJCqRYDbCVvIBzbd9VqVdV3gOOsixJrplFIOWbzDzSsl4UBZwFJpNJi6sbDockgg8HyAeNBT3tG4vVPE5yfugY1TN33iLLDPI8Q1WVqEJxMDamsU6T9bnD4RAycYM0vFnnoGy7bnaXv6IET94we70etre3UdcVptMD1HWF4XCAwZBqFGVFDp0ZOBcMZ3kRAwaI86zifQ5btA8DoGkzYmNP1UYP06yjuZrNq6hSWixrqhmfFdBmhDwvkAXQVAAyXSLPl0CRwesQ6km++1GK6hcZRoMM29vbePyJi3DeoK4c7tzdx42bd1DN6wj+vB7junMUVCANPVx/Php6BBMhufAHGZdHGjSl2CFFoFTcliGAKSchr0u5wS4fsy6roswizcekL2NqWJKATn99yEOoWtxsBKRQ1I3vLTPWe+tQL8vOcaB/Zy09kOSSa+dR+YaYpF5TKRU5TamHi9yub+/QUbQ2oULkcICN4GcJIOqY6rqGyTJAtV3G4viBdFkelAnIG8o74uFQ12XUm0q9LQMyqUSaGGcGeGMMsrqJFJKbYzOfbV02zw2/F4eHem/hvcNoPESvV5C7TZHDwqOuKBrIw6PX7+PEzgkMB8N4P95EvhVNG5EpSBhM+b0euCkqlWythnUeRmvUWsFXVPIjzxSU1VCGMncp5+E04IxHNjJAZmICD5prD+s0Sg/AVRgOPLTuAz6Hdxbl0sNaDah2JBerQWgODWztI1jyJhrTIya5Sh9WNfJIg6bkJKXYLBc3DzCfB0jFdsN58QLm86L+LXAqQKMDlRwKP0M6evOClv3jloImK9i1aWJupbiqlIIPZWe5aJrSOmbP9plHZjIUAqCto7RotbWoa/ZNRUgaAjiQixQ5hyA4A5M+TgEweQ4kyS3oPSHeI4OtCWS57ESv18NoNEK/18dovBFTtzHXzUaf/mAAk5lQG5t8G8NdAZDV2XtPmdhBripZZqCzDFnhsZwvUNYV5guyZBttYOsaRukgEZARwlpKhlFbGgsljoVYvzgmPrjIULYcEvfqkBquqms4BeT9PrZyKvDW6+XR91IbSkpgdQ2lPDKdoy4n8A44c/o07ty+h/39fSwWc0EP5I6WiuktfSIONwPxXSSNKUX+jZkIlpBc/n0BIz5etfvgKbWd98FVSinAaTivUNcKUDoUea0BaCDz8CGXqzIG8ArldAGVGYCTudCAU7Yhq1DDg2pXGtSW4sYXS4uy9LClBbmFUkIWmreMNlbnUdfLVu0gyaxENU3I/eAgiiWq44PoIw2aqbjJTQJmF2eZxiJ3AeY6gwF/l7pPrXXMyM1cEN+Xv/PfVO/ZPI/uLfsLBC5ZKXivkUEhy5t3reuKcg16wHqgdohE7RRlVDc9cuuBRRDFm3or3pMfICWVVdA5FU2DIl9O55r357otTcsx6BfRT5P9OUejEfrDAfqjIYoApg33T+9fVhVy0CbAOulWGKkDEJzyrfWorUNZWZRVjdJWlDYtM8j7Baq6CvWDgHI2h+l7Sp2nFdDvoXY1SqthfA6DnHS4NZWX1crDGSq4pmChdRY5yTAb0NoDGrDKwAyG0AhSg1KolYKFQuZ88Kc0VBKl8jDI0Mv6KJcVNjc38PTTb8NLL72EyWQSymGQ6iEFzqNzgR5QpENNmQdjMvT6vcgszGYzETRxFJCQ/kgEUICCCdKHgYeyDhnnzbSK/moFnXsobUNlTJKgYECVUH0O41XYmHzkhqPqBwbKKxitkBmqpFota9SlwmzuoFZKGvPGUMNZDqVkty0yCpI9IEQQ8SuJTEiU6/SIQ9566iPcJKHJeGoJnPKYUioqyHnCmvT6qyx8GfRosr6L1L/x38FgAOcoRRqfLw1JLV2iWjVSad3ExAONcccE1x5jMnhfxD6RroZqQCNEs+R5k0WGuCdHBM9O7DDIfCPieAco3xAuG1i4FSFrT9di06oHY3JI7r7f72M0GmE4GqEYUtYf55rsSe36OI1HgbyvtY0RR7pmee9jrR0E7mHQ70M5YHJwgLoMUTt1TT6yzsFWFcoFRXQN+n244GwPBVg4aG8AowCroL2DtU3mJJ5bYyjXkBYbUnvjA5osFrQ5LMsSy8UCVVnh9OnTOJhM8MYbb+DkyZMYj8e4c+dOBEzB2r15TSFWhmRO84FuAqDdvyBQS4lDMivOYblcwNomxyYFjxA46RAZJaOyGsaGajxJqY/qApHkxPH8kl6UApWtUSpUsWyr21TgZN/s9siDJtAUuJdgJps0YnQNbMr9Sf2n5E65SSBkbpJ1bWzZ6+IapF4zNQQpzdbiNsdsrYUCLzC09DOs2/RBCS6V3kpRQmKjKAqjy+XKU87jljGHf5dcsdSDhhGAVhlkDWsuKMZg74RYyH2Kor5qOGrm0FmlQWqNxjAl57DX65GYX5aEfVqj1ytQV30sPaC8g3MV6spDwcEYwCgPpxSq2RzakWqDkqBo1M7CVyUBqClQmLaxj/WkVino2q/MKYOmkmWelQo1iwbIc4o3P3HiBLIsw2uvvYbJZIJ+v487d+6AkpWUeCuAU6p50oqSD9MUg2AikcmPNHoCwQshz6GzAlkwkvHcsreD9+170nqjqDZbr6ZxbKu8mjXaCZxvcnukQVPqFbvAUk6AHEAmolR/CDRgwbud1GmmYj43drlhrrXLpSRdbG3DFOkcpeW3BTYqixZy1gtKY0Zly5YLTnxfraCNIjFJEHR8D2WQhYqT0rrI35kTlJtOMwa9AObNPHDaOOccqsWCwjcFWMZ/h/KyPLaSsJ1zmM8pvI1dnZbLZeT4W6KVatypsiyDKxcol0voqkS1NPDWIvMeORR8toBXpBfVuQFCGXQLB2srZJkH+sOVjc0YA+Uatyc5hwyariZjHtBY2/1YIctyDMYjzIP7C6e4m06nmM1muHXrFm7fvou9vT1Mp9PotsXjqUL4rqTtFjj51XmNfReGS8mtU3sIN6cELFPDqfRfZo8TY6gWujzGEUvMzfO9Zd5RAlQbfXrb6ixefyShMffK64PPadzu2j7YcTx46o7RHmnQBA53Tk3dSSRnJ5NesNEm3ZlkYg0JmEDDKbFbQxRHxE7X8qfEqtN886Fs3nL2pD7VeSohwSKuJBrnHPpFL17HYu9iscCypLA9mcu/tUNDQ4ngZ/bTZKMOufC0/VIb9ynSFTFIbGxsRK6xthazahmNP2TUySJXboQ6RN6XNwlp9eT3tdZiOiXOzdUW3lG2+cVsTgmLqwpuMUemPPIsh4JCNZ9hsb+P8WgEnDgJM3bQg16o9eThNWDrEmVdQ+U1tje2Wpy15HSP2rz3KJdliCCa4M69u6jC+9y5cwdKKQwGA0wmE+R5jmeeeRp1Te+mtcb+/j729/cxmUxwcO8AzjVudBIArKWQREknETSBmAyDxfP2OnkY7qu5vgU+Yj4lMyJdrDxKCi8Nzums/mGvB+dtKGHShP5WVQnvfJQAuj4aFirUH2L65VDiNOVbusZpvP4BGYKs8NNMWzow6W+SoHhipVHjMCdk6ffFIiYvbrn7pnpVJiqgIx7YN8l1U/chFxKHMOcrF09d1SJkMvFJCzo2yWny+yuloJWBChlg+H0ZKPb39yNxM5g2HLuGUpSNfBAy/PAYZFkGbS0WllxCDg4OYnw4ux+VwUFdLprGH5SyILEvJxN/r9eL5XOVoth7DTJS3Lp1C/t7eyjgMOzlKLIMtqzgnUcvy1FtbaEPDTOv4UZDGOuR1X24TKO0NQ5mU9iNxt82TQaStpSetDEh4UqTwf7evXu4evUNXL91E3fv3Yugf3BwgO3tbSrfsbEB74G7d+9isVhEv9fxeIyzZ8+i0AXKZYU7d+7g9u3b8f0B8mV1SZ+int03IMPhm29VW6eCSjl2bQy0cEiXEVe8JrTijEeNKoqkQt/iRlM6piJ8vuW/yRuF6hDV5b/9cYoDhfbIgyYDiGxy95WsuWxMSFpr5EUekwiQC06jRGeDig9+KT6IS5wVhfUztP+qFqfZNkT54F4RXF1aO7BHXVMaLHofHRIqhOdZH46ZyHVxhIMW/mtSt1vXNSV0zfsAVqNvmu8KSpmYVYnqe9ctFYKM9Y2GJmegVIbZbIbZbBZ1jkVRUNy4Jgdrzthe5Hl0TarqCrdv38ZsOqWIkF4P8/kck8kE3jkMhwMqHRHcSxQU+r0+sEnccF1WxEGEHGh3797F61euoKc9TmyMMBoOUS9KKOdxcnsHfjjCYjJBUTpgWcLXFcysD/RzVMpjNpui1x8R+KHR8SqtqHRspC8fPw3HFjwNgtGtrqlO93w+i6GX169fJw60LHH9+nVcvnwZ/X4fJ06cwOPnn8A73vEOLBYL3Lp5E7du3cKNGzdw5coV5LrA5ngTp06dwoULF7C7u4vd3V0K51zMUbLvKfeO6VxsgqzSSRuf2sVjeXnCfZqU5iLNhI9WrEMm7q/o9WCyRiKT9FjXlDbOGB2lEqjGXqHUasHEqFP2VIrGoNHzU0LjcK3WLYPVw+o6H2nQTEUTYNU5WRp0omgccldmWYYsiNXGGChDi7T2gLWs36MJc86R/6ADoAw4ezWMgVc0MTRBdA0UKNuNZ04PJBKyToXrOynS0ynD/m8u3ENwhNCwgWOoqjoYSjSKok8ch63h4KEM+UOWy5KMHIHLhGrATyroydBBoOW8R1WWJKpoSnPHlRClziqqMYK4uAxlAozR4DKsRa9AkefoFz1oM0QWdFpaUfagqjIYnD8bxzhTHrnycOUC1jqY4RDaeVQViWcEAAa5pqw5VimMNzbI2n9wgBNnTmEyn+Hm669hdnAPW6MRUFlsDUcYnDqFrX4PA2OofIf1cNMSxlNlzKVyyIoe+lsbmLsK/X4fJUIWeOtRwwKh6JcNuk0VNlOeP6sA62tY1NC5wmhzhM1yCyemJ7CsS9y5dRv7B/uwVQ0TXGCm+wdYTGd448rreOlLIzz++BN4/PHzOLGzjY3RELdu3Ua5rHFwcIDd3V1UdYXRcITt7W08/fTTgFI4OJjg1u1bmE4mgDbIFEU+ZTDIDHFdrB6RkhHVpV9nXVYrgJn6JQOU2o45QGOoKqjzpPKo2C3MayhXQzkF7Q1xxtaFCKkMRZHH+yjliXkpMijlAy05sqhriuFPxXKmTaWIsamdQ+0d5VMwGtY7eAVafyYBW3ZBegD17iMNmkAbOLl1cZZR4RwWPIu60lrqY3hXw7UxAVlrQ4ldio3WxpB1WoittKIQCVFnofojAKU84C25AJH1oiFY5eChoE0Gbdq6Ihd2YVvVEWQILBudUSmSEzjnWkkjqrpJ6iF9S1mU6fUcuJ6M5NpDVsQ4nqnlmICbRKb5fBbFeuISNOy8ahLvuna2e+57nudNOQw1QJ6dDv52xE3Pg3FEa4rs6fV7BMC9XlRJZEWOja0tnHnsHOxigt2b13EwmSD3Ghu9ISYHE8wGY2wONpCHipXOk/sSMkAPC4x3djDe3AQMLTYa9wACYUHSWAS3F93WgnlP4QIUSkhi6GA4xGA0gAK5QVVLil6h+use3rnIKZbLJQ729/HqK1/HyZOn8MQTj+M7nnkau7sT3L2zG5OSLBYL3LhxA1evXsVwOMTOzgk8/ba3wzkXudCDyQEZonzjS9w1f8wlAx06vjWSW3t9OTjHobes8gpO7yzhwcM6B19V8ABqq5AZcpsrCoWqUkLs9vCOsvOb4DtrbQ2qDWRh63ai7IbWDPUl7GKcu5a5XY9EHI+bvmoBZhdmrGt/b0ATaPSEvCjl7iiTeDDgpaIF/03DLXmgKdFpk7wjrYjoweJ829m4EenQ6k+0kopnS+KO6ge0wyv5Hqy7kVmo5XGKZqlABN4YWlJ9E9B2y6L7I0YdpdZbGsMczqkYNimzKM3mM3jlkOeNwYfB3DkXk4CMx2NUVRUBt9frQUGjLKlu0HK5xP7+fswEz0Brgy8sRRTlUQUw0B53Bj1M9vZhF0vozGA2m+Hu7i5GwzH6w00o5Yn71xr9QR/jE9vYPH0Sg9GwpeZIN2FJWymI1HUThWIdJfhl49h4YwN5nsdM7zIDkqQ1pSjxyOXLl/H666/jwoULeOaZd6LfG+LevXsYjUaNIcxRRvxr167h6tWrGI1G2NjYwPnz54O+sIqx7wCO5XJ0FLFVcntMbyboLFmSSukUUKjrJVSv8UiR+ntWhUl7Qhh9GvOMJD5pZOUx19rDZO3+yAgo6S4oaZ+/H7fdP7meaL/5m7+Jd7/73djc3MTm5iYuXbqE//k//2f8fbFY4CMf+Uh04v3ABz6AGzdutO5x+fJlvPjiixgOhzhz5gx+5md+5gGdb9dzlEzg8t8tC7YYeBm73LVQWJ+XZVQLux+yjUvDTwQ9saAip+ioVg9lTl91ducP62EksUlLbupnmf4m3Tmae5nI7TW7cmMl5zFgazsbkjxzw2IcmAi5X3nIM/nYY49hMBhEIMiyDIN+vwWkfH/OPDOZTHD37l3cunULu7u7mEwm0d2G78NzI/Mhek+LajAY4PTp0zGpMdccunjxbXjns8/h7U9/B06eOoNef4j+cIz+cASd5VhWJWblEpUB9LiP0cltbJ8+icF4FAGzKxOOnE9uct61NoE74vPo72AwxIULF/D0009ja2urBQa8sTE98GKnkFKPK1eu4HOf+xzu3r0LAHHzGI/HGI/HOHnyFE6fPo3NzU0AwL179/Dqq6/i2rVr2NrapmTPIaeodMM5SpO0lV7DqixmGtLNmN9HMiR0L9L9SsPiKm2rkC2qWXt1vRpFx/QepTy9ygnH+UrWSbruHkS3eSxO84knnsCv/uqv4ju+4zvgvcd//s//Gf/8n/9z/NVf/RVeeOEF/PRP/zR+7/d+D5/61KewtbWFn/zJn8SP/MiP4M///M8BEKG8+OKLOHfuHD7zmc/g2rVr+OAHP4g8z/HLv/zLx+48K95Xjotdpguk2AjTlYRDgisDSLQKa02WOt34SKbPlWIw73wsurOhiJ8j+ymfze4lqe+pBNhmp7Zwro6/8QLh5y4WM7hQsIo5JcldyrR1bDhgvRd8Y1jiRZ3nOU6cOIHhYBOLRYnd3V1orbG5uRkrTWaZAQz1raqqWFpgsVjEcZrP59jd3Y1WZQaQPO+hyKms7nA4jH8pBVufxGU0SVh4fsbjMapZgRObGzh96gyu9Pq4d/0WlDLQJoP1QFnXsLDojQqMNkYw4wF0v4Ap8lCDaNWfluelizNp5sgjy3IQb65RlQ6TyRTOOQz6fVy4cAHXrl3DZDJpAVKXb7GUbmbTKV577TU8/vjj2NrawpUrV1CWZfRWABp/SCmlcNgkf5cAR6oQDa2zFdCQEo/sj/TflaDJXgaNWme17IwEOAXTWiP8LLpXozd3rp3isNfrwdZUWkaqeBoPF4XaLlv6Wxlvz+fL9ZWqLN4y8fyHf/iHW99/6Zd+Cb/5m7+Jz33uc3jiiSfwyU9+Er/927+N7/u+7wMA/NZv/Raee+45fO5zn8P73vc+/OEf/iFeeukl/NEf/RHOnj2L97znPfjFX/xF/OzP/ix+/ud/viVSHKW1J6zNDRy+g6gW8codSIr1zIlJcJV6vpTIUvGXG3F4CpypKBXflVItkY1/i+8QuONosFKNy5S19G9eOBxiGc/VHlVF7jxMvDLFP/eZF0DzXAdrmxRp/IyTJ09CKYW9/T3Ak8V8PB6j3+8LlYWCQxNTzr9tbm6iKAqUZYlbt25Fsa4sS8znc2itMRgoFHkIxwyVKBtOg7j5Wci+TSBLVnnvHOrFjNLTbWwBNeCXFsvJDF5pVNbCLecwpo/xeIj+iU3k4yGyQQ8my4IurqGQdOHLOe/S8VUV6ZMzkwV1wgzz+Ty6ED322GN47bXX4jwXRbGSfacN2CT2L5fLCJyPPfYYrl69it29XeRZE1kjMzHJgAEGJE6kHKs/woDKoLT1netUEFLvn+oH5THvHZxFPCZ/M8YAvvH+kElzWhKUbrvscW0tovumfyw1UZ9tVH2kkXFIwFCCP9stujxwDmsPrNO01uJTn/oUptMpLl26hC984Quoqgrf//3fH8959tln8eSTT+Kzn/0s3ve+9+Gzn/0s3vWud+Hs2bPxnPe///348Ic/jC9/+cv4ru/6rs5ncY48bvv7+wDQGjygra+QhMPnZRnVMNFZ3vLfSpsUmSSoasXK81WOg3Qy3YsKQHA1ajvKpwSb6or4PibLonI9dRkC0AJS+a51XUNH16XmObx4Ui49TUKSqRzs6kS1v8ekV3MOO9unMBqSBZstvJELyTR6g1xwAk2EFc+lDAZggxA9XwUQqmIyWaUURiMSoWeLBQ4ODuL96romXajW2NjcwuZwgBxUtnV+MMVte524QKVg8hzjrU1snTqB0fYm8mEfOqccj11NbhiStuTGx+fVdRU8GxTKJY1rUfTgKirH8cQTT+DcuXM4ODiIgM+c/bqWCRXKlStXcP78eTz99NP45je/GR3ii6KgvAJhHcxmsxjJRd4Ny6h6IZ2yh1YGHiZuEl2qqa6WirSSVpRSIc9B6hLUnJsJOwDQJGmh8Wyu4d/rukYdSr14p1YAM9K0b2rRp8CpFCUaWfcecX6PYUY/Nmh+8YtfxKVLl7BYLDAej/Hf//t/x/PPP4+//uu/RlEU2N7ebp1/9uxZXL9+HQBw/fr1FmDy7/zbuvYrv/Ir+PjHP77aeWNWBnAF6ITOTy5iFtFTPaHcbdPrAHIP4ufJBeRcO0KjazeWkRT8W5p6v1PfojSlzwrpzOA9PQuAVhl6IVmIqi05rIWPB5DZrJWHkLk7FpHkBiMTngCA0w79Xh/9wQBFTu4gnOh3MS/x+tXLsNai1yvAoqLSOZTTmM2qyE1w8l0ZPcVjv7GxAa210FuSZXY2m0QAIJB3qPctZoslrHMYDoex1osxBuPRCL18TG5JXmHn1Gmcf7JEWdZwdQ1bFDCbYwxPnsBoa5s8EJQBnApx7O1IGbmRRe8IMXfc6PcMVBPdoiorzGbzUP5EoejlOJjvY3NzjIsXn8T+AfltLubzmMFeSjht8HKobRXTety4cR39foEnn3wCV65cBdBDXVvMD6YwmUG/10Ne5DCmiS7jQmLz+bwBEUOeGirQK0eFqZA1iQ2A3JdUPE/pVXKGKoIau82JRMi2hHPtxNMcRaYUyLVL8bVUdE5rchVzCIk7vAOcg2fViCLLu7OhllZdw1tyt/PWQmsDnenoYsuzF/wGmmigY9iDjg2a73znO/HXf/3X2Nvbw3/7b/8NH/rQh/Cnf/qnx73NsdrHPvYxfPSjH43f9/f3ceHChRWxXHJTQKP34kZO6ZR8FykwhZYCrczG4j1li0+JR6lVf7dUBPeeaj/zMamz7BLR5fUO5L1rtAl+nS66LCmtYbyHr+tIFAYK1gOwNjoW87jwJiP9NVvvEfre7/fR6/Vw4sQJ9Ho99Pt9eO9x8+YN7O3tocj70fXJoUa/38fGxjg6U9ch1yaLj8xhcXIOrTX6/X5TPE6Il95TtqOilyPLmXslP0ljDPKiwHA4jH6IRVGQ5dYDgIbJMyDLMTqxjf72FvZ2dzHYGMKc2obZ3oTpD6CRQVWg7OM5ObXL6BAJmgxmqa7Pe3LL8l5TUTW7xHJZNp4LVQUNhaqmyKjTZ07hxIltLJdzVOMhJpMpJgezSIcy76sPXJsWq7ms5vj6K1/F448/jotvexKXX3sdVTVB0cvgvcOynCEvhuj1yWNDcmz8DOccrK+hHAFaW4wOZabVqjSTtigFCe6RPCvRYmTomUGXqBo3qHQz8rRzgbJ5EWiSqE/Xl9USSvkQtddUa6Cw2pro39kImMo5GEVp5uBpA2qp7xDyeCoKTHhLQbMoCjzzzDMAgPe+9734/Oc/j3/37/4d/sW/+BcoSzIMSG7zxo0bOHfuHADg3Llz+Iu/+IvW/di6zud0NTYwpE3qYbi1OD9ghYsiPkZF0JTXSQKSoNlEwQDeHy+DCu+yQEgpJI6n+pWVbEBRv8RW/0ZZzv2kRB/t+HAAyLyHszk5juemlcl6nQuK5HbYNYh1b1euXIk6Ou89SpSoa4tTp07h3LlzyPMct2/fBkc0scid53mMs+73+y1Phfl8jvl8Hhc1eycopYI6YBRK59Ji7vX7GG8OyWgjNgEqakYLwzpHSTk8kBcFRuMRynKJze0tbG5txVLELVcX/iTjIVU/XQZDprGaaoDFBCN7e3uNi9GCvAJ2dnZw584dPPfccxgOh/ja176Gzc1NjIYbmEwmWCwWUaUSfYRFC5QJYwyuXbuG5bIMHHsA7nAe14pnuksNIrHv1kKpVR06jYlt+aFKblJKcdKQqXXI7RkCO9K1BSBGW7WNOI10mJk2k0KGncaY5FyTyJrHuq5rTPb3W+Wry+B6F+9TV62+tD+rQTH3aw/tp8l6k/e+973I8xx//Md/jA984AMAgJdffhmXL1/GpUuXAACXLl3CL/3SL+HmzZs4c+YMAODTn/40Njc38fzzzx/72RI0DwMynlznHIliJm8xhqlBKOo/BafKHN/RDE1oron98y1ClNZfFtNT/zJ5n3VcsaKbte7F98/yDNAeWdZWV0jLpWzM/Z09exbD4RDz+Rzf/OY34wJksdoYg82NTezsnMDm5ibm8zlu3bqFqqpCoo8BBgMqusagx2I6x5uz7on7xPWpy7KMi0HOHQcm1HUVkz5wn8uyBIoCvYKSEi+rEkWWUx7wosDOqZPYCOWDZVLkthXVoT1DqyGCklsDJLdJmx77ofaDyxXV257BKI29vT30+33s7u4iz3N853d+Jy6/dhnXr99qZfyRGZ266KmqK2ilcf3GdWgQaGaZDhuqioENgODEVqz0h7BVnqJvkICLtJjLcWGJKQaOKKpvnm7iCKPLY9ZSlYXrZaBIk28VyPIcHjVcqHcl0zCWZYnlfN7KVdCq1EAuES36b28QAKBg3XrdctqOBZof+9jH8EM/9EN48skncXBwgN/+7d/Gn/zJn+AP/uAPsLW1hZ/4iZ/ARz/6UZw4QYvpp37qp3Dp0iW8733vAwD84A/+IJ5//nn8+I//OH7t134N169fx8/93M/hIx/5SCcneb8mucxUsbv2PK0B1FC+vWNK0JRp1pgoGsJbA8q8+MTO3eob2s72cidk4uZzU79Ik2Uh36YwDgnroXw/SdTOmaDezFuGrbquW8kyvPcYj8fY2dnB1tYWqqrCzZs3cffu3aiDZL9LikTZwdbmDmazOS5fvoz9/X0YQ3W+iYsgYOa60zy2UqTmJB1yjGSMO4Mtc6jsirK/v4/FsowAyKnUODLK1RZaUzioA5AVGfrDAQajYbQ2S04nLh6e3S4OKZkvOd51bVEuy8hZyto1g8EAs2KG2zdvRePXxsYGvvnNb+KrX/0aLly4gGeffRZ/+7d/Gz0exuNx5BSrqknCzPOtQ0iv0QYq5LdjbSyDAKtECLSnLSs9AQmXrWi4bfneGdrgIpkIyXGnvpZQNOZynNTKelAr4y+bfCbRMZfmbUKA+XnsxzudTlEGnbiUorz3ETSlZMF9T9foUduxQPPmzZv44Ac/GBxot/Dud78bf/AHf4Af+IEfAAD8+q//OrTW+MAHPoDlcon3v//9+I3f+I14vTEGv/u7v4sPf/jDuHTpEkajET70oQ/hF37hF47TjVaTk9J1PDUQsWiSWtTS65hzaHF/oKgE/l3ulASYDfGmjc5r+24yYHKUCD9fEpxzDso7KLfqc8rnSd/Q5G3iv7TW0d2n1+vFPud5HsGyrmtcvXoV+/v7TTah8MzBYIBz585hZ2cH+/v7+OpXX8ZkMot9kDrQ/f0DlGXV8idltyQWFzlAgNUGcgFKToTvwRbRg4NZ2PiaSBcGTw79rL3DbDlHZS2yXg+Dokd1ifKic/Fba8marNs00DWHUiwnGimxWJSYzRpum6/P8xynT59CXVZ46aWXYAxlazp37hzu3LmDr3zlK9ja3MELL7yAV199FXfv3sVkMsHW1lYw2FElS1m9s6FFQfecUEYWvhG0JK8PbxIkre61k6q8pJpC0hNz7RE0BVOw6r4UVGJJ2GZKy96314DW5LXS7/ewXPpoIY+ieFmiDNw5ewrIxgYf+bzWmvWr73u/dizQ/OQnP3no7/1+H5/4xCfwiU98Yu05Tz31FH7/93//OI99S5oEJqnzlHn7gGZAKUyM6+ms6restYBu+34215O1j3VI0sDAccVSWQ8gcrypkauLQ039Q5vzAPjGtYgBl7k3rjQ5m81w9+5dTKdT7O7uRnFJKYUTJ07EyJOqqvC1r30Ne3t7ADSKgmLAR6NRrG/+xhtvBM6m0VEyp7i3txfFfDYIWWtb3J8cHzm+FEdfU/XHvGipGRiMtDGwwaG+XC7hraPkIb0e8l5Tc5tb/Dc7JaCt207P4zGXdOOcw8HBBNPpFPv7+3j11Vexu7sbc5JubWzh/LnH8M53vhN/9Vd/FRMQP/XUU7DW4ZvfuIyDgwO88MILGI/H+MY3voG7d+8GnfAobtIrYnaC67TofZAsVJQc2D2rrbs1revT9/WJKM0eF+mGL8dAaw1lDBVRQ1vvTuvBAF5DqbYus1l/XDGzATaiW4K9VKIEEEv2ViGSjJ3bUwDM9KpbIjMF3h/PsR34exB7zrJJKmKkA6HEuVpTIg4nReJg0YUnn0qnyIKnFIV/cZVDrUNFSBBx2dpRLkVnQX6YDHqNX20D0O14Y2lkYgDgfrP+kI/xcUm0ktNsgabQvXqA+ghKzruxsQmtNBbLBSaTKRDE/+ViCWsdekUPVV1jY2OMkydPYmNjA8vlElevXsXBwQGWyyWBnCLub3ubQvYWi0V0WCfD3QDeI/pS7u3tRY40fRept6TM3RSR5GxTBE4pjTzLo08ibyoAuZ6RfmuJ+XJJA+884Bz6/R5VQGS1S0abn9L0MVmGLDOU+UqvbpYtUhPjzRxrlmUYjYZYLBbo9Xq4ePEi/s//+T94+eWXsbm5ifFwhHt37uKFF17Ad3/3d+N//+//jevXr+PmzZs4e/YsFvMSN27exF//zd/g/GPn8dxzz+O11y5jd/ceZvMFuXz1+y2JJBoMlQEnr46bZHDXYWCSrlwNHfkV0G1tJmLjl253DXDSc8gqTnPjPXVFh4g5bRrQ5Hm1NVUWlbpOOd4uxO2r8A4u0omLIjZ/mLMsyxKVCANeXffdUh8/k896yzjNb9emgt6CE7dI0ADCxHBmGu/hbA1GUKWoNIC3FvCU5SZTOUy0sytkWiPXCkYDCszVAdYRIdugV1PI4J2H9RbONlESMgKCd31WWsuyo12iu1Khml62mnggiubeBSV8wAvLJXoVjMowGvWjryTVhl5gsShR5AP0+wX29vZRlhZGZxiNCoxGY+zsbCPLNO7t3sP169ejbpKNFRvjPk6cOBmzkE+n08iRj0ZjbIy3kGWUZOPevbuYzWYYjzfgHVDWSwCN2wmphGm886wHYwp4AMsl6/R4sQCAjdmosuAaU9sKtqxQeRvdknRmYHQOXRQw/QJ6UEAXOUyeQ2cZgaYx8EbDiYqEXUDJf+VCl+oNTrC8t7cXjTzz+Rx/+7d/i1MnTmIxo+Qjb3/72/HOd74Tr7zyCiaTCe7cuYNn3/kclFJ4441ruHz5Cs6cPofveOY5vPbaa7h9+2Z0VM8y8pGVkS8elE/VBVohb48CxuSxnzxnbVWSWBdoc2/ee+LI2ZXIUFo/b+ijvYnhwI0rFqmuvFcU7qgB7SmfqtIGCpToRmuLLNPIcw7GADhzlMmA/oDd4zTgM1qPXqEoctSW5pWi25aYTKZYLCiz12I+R92KHGu/T3o8/a1r3g9rjzRoBoykfycDstIiRyorHoYkAsbAB0ArQqRK6uspY3kBIaoxACuQ1VE70M7VnMO6UWNM5CAZKKWfIhO51O8RsDQiGnOnqaiIwGVo0ce8l6FnqAY4uYPtRWdxKvyVYbEgN6Lt7W0Mh8MYbrdYLPD61as4OGiir1icL4oCO9snYuw5qxE4ZHJnh5zHy7LE3bt3sFgsoI2C8zXmixrE6BMhS+d+4rpB5VuDISkNNcyyDBm/sxCtaPPToR55FsVjzihf9HvIcko0neronPeBu0Gc28M+AOKGx6TV6/UwGAxw8+ZN3LhxAxcuXIAxBi996cu466gO0N7eHt7znvfg0qVL+F//63+hqip8/etfx9ve9vYQWnoHN2/ehLUezzzzDJTyuHP3FubzeeT0OFM+J0FRWkH7dhy7MZSshbjvBkyOCgyNxLKqxtLKBO6NuEFj2sa02oMktACizvmQdAOQ7j1duuUsp2gypnWOYGoYBBt1mXXdVCtwwvJ9HIPOg7ZHGjRluy9o8nlAC5CkYh9oB/PL3RlojD8AomFCGmesd7BV25rNHCUDngRdaWzi47J2SiQo8W6p7pKBlhtze0yQ1WKJ/eksKsn5N+/JTxIgIw0ngVgul43lPOTiZEA0xmBnZwd1XePmzVtYLokL4sQaRVHEDFez2QLT6QTL5SIAbh5cYTyJw8JVDBCbU+1RaRqz2WzW8uvrMkhIY5XOM2S9Iro2sbM83z8X1TJXVR7t+6ZAmapAGimhidEfjUY4e/Ys5vM57ty5gwsXLmDQ6+OVr70SMzndunUL3/M934MXXngBX/nKV7BYLPDKK6/g4sWLAIA33riBa9ffwHK5wDPPvB2DYQ+vv/56NJjt7+/HTYF1w12GGz7OXgjHaV0bRQRG3XbMkr9DkwpFaZknU9KubblTtcIoQfOcZ82mVtfthNkMpOnH2eO938O2vxegeT/ATHdaKfrK35WihBc8aXKhppO3XC4jaGYs7mmDKohPMvJBcpFsyWRulr9LPV2ado6vlUp3YDVLvQQX5xwW8wVc1aQfYxDhOkNFkaPf77UWGHNEgA8lc6l/nP+yrmvcu3cP8/kS8FS6l6NyiqKIlt+Dg70QG52jKCjKpyyX0LpRPchxTzcIfhepT2PAkwatqDPLMuS9Anm/F41cUoTUwutA0o2gEvg1jFgqafDcM6czm1IkkNZU3uNtb3tbNHyNxxt48sknY5ajW7du4c/+7M/wPd/zPdjc3MTBwVVMJhMAwDve8Q5UVYV79/axu3sXL31lgXNnz+LChQt4/fXX4/N4o21HqzUcN41VU/aE34H/sovSuiY3inSNedXWh7bmTofKBR2uRESfJqiQ/Ip0xf3TpplfpvFUpcW6XWZGvPfHy3Ep+n4MqTy2Rxo0pfuCJBz5XXIz8bfwNQUiSSwMdvFZgRhZPJD3r6oKUID1KlYeXOmravJ3Rmfg0E+ZzFiK5kDgkHqU/SlaKYUuSnKofB/ekZlLZNGaAZmT9tKCooWxXC6jOEyZvwvUlpyL2VmbRULuF5WBaAh+a2srAm9ZLmCMQpaRyGWtRb9Pukrv0GTcCe9gjAlF7QooZM1iSIwSsSZT0CfyJ8uzUJ43WxH9WKfNYyiBWlKTpJuUrmSFTNYpxgQRpY9cMYvE3K+vfuVlnNg+gcFggMViga2tLezu7uJLX/oSHn/8PG7evI6qAvb2dvH1V17B4+cfR1XV2Nvfx8H+PpaLBS5evIgXXngBL7/8MrTWKKtyRRfOOnMWfeXYpq5xuE8xsdQYlkoDMnaqpUoyhpLhJHrDRhrQLY6eXcaof2Qpl2vVWova1qGEbx2t5Wzc4jFQzsfkx8dp1KegavBHv/aRBs2WlTjZMu4Hmszp8XW8u63ou4JYJpPj8uSx87UxVLbWOk+7bZhA3g35vrzg2E+RQU5mfpHEJjks+Zt0Z1JKRd2dTOKrg3U4z3P4ANLMYTZ90pjN5i3OuOHkgKIw6PXp3uyoDhDgcVwwN/bDvHbtGhaLOfIio8ztivJqaq2gQ8wwZaxpuGMGsCzLQhJaE0FRjgG/Qwqa7OgOo+F1m0OPC/gBdF1yE+W8oPKzu7tLdGAViqIXuVDWx548eRJVVeMb3/gGHn/8cdy6dQt1XWM8HuPmzZvY3NzAP/pH34m/+ZsvYrkscfv2TXjncOHC4/CXHQ4OpqiqCq+//joee+wxPPPMM3jl1VcIxNF2UWN64Hm0Iel1qhM+SmsZhcRYOOfhVeOdkXLgpFbXKxUgUxCVf6PEEGwM8Ag6SoWqKlGHUi7T6Qzz+aw1/pEBUdK68da3Rxo0ZVLSLsLoAs3gLdECHqABTclJAlhxC6rrOmaM4czkWocEtoqq3pHFnBTXMvO096F4mW4icaQoCki/toajdNa2xFaOhtBaN7XGhWEigrCnuHMj9LfsJ1nVNRZzyvnIYi4/nwl4MOhBKWA+n7c4TFqMLsTie2xsbGB7exu3bt3CdDqFUh5lSSVtU/0bDb8BS36S22sWVpP9p+GQM1A2oWZjiyqNPEeWGTCOrwPN40CH1F+yi8t0Oo1Z52ezGW7cuEFpCj293+OPPx77ffLkSdy5cwcXL17EX3zuf+Pq1asYDAbY39+PuUOvX7+G7/n/fBfe/vTb8LWvfh3WekynB7h+/RrOnz+PV1/9Rnz266+/jrNnz+K5Z5/HK698HQf7BzEVIdMRb/DUfxtBc71O04vNhEEMwQmdjvHmRs8JPscCNFPdsCUFb1OJUnL7oDpCK1IAqE47+dpqcC0sBv7FcoHplKzl8/k8+jVLl6FvZXukQfOw1hJH5PFAKCyysFjDTTqKc2NOQzrPyvIRDJzWW3hbt4g30yHZq3OksA5RDnAWyhsYpSk7i27EF6UQxQbvHerahZRb7AfqwzlsaaQKlVR2gcMlKYrCaAOjGs4uUzmWiyW56cCjNxqgrmq6v87ha4V+v0C/14dRCvt7e1jMS+RZD5kJY+oUilxFTvv06dNBF3cvAHgFpR2MUXCOsgBRdcGgY3TUPwJoRVmbAEB5eHCilSA+ZQp5rgNoGnhNLjAKIDcyYyibu9bwcHAIZYk1R6ioUJEw5XqasL4u/RvTD2+W3nvM5zNcu/YGbt68iYODAywWS7z66qtwVuPgYIJer4/3vOc9OHv2DJbLEkVBG9oTTzyBv/3br+DUqZM4ffo0vvnN1zCfzzCdzvBXf/l/8H/9X/8/zGcVLl9+Dc473L59C9ZZPP302/DKK9+A1gqLxRLXr99AkQ/wtovP4Jvf/Cbu3rvVeifpxE7+kAbLZRks0Ajjr8iRTvkQr+6hgoMaPMgaT357TVN0TMMB3sHDgSzjaNEshb+T3ybNr0d4WnBTypr6XIY2dXL9aqSiIi8CLWfEaYacmsvlHMvlgujWVpSdKjCYGvRR4R0AT+K2Ik2EgiKNhEM4wJ4SQr99jB31kQbNlnI7Abn0WFwYQQue7r4SQFMuJSqpowvQaigjARlxmQoeWjUWeE0meyphy5mpPTlfawDwDlrx/ZvNn5XmzhGxKpUBqKEUlT+tgujCHBm9h2v1T4cciS2uQwMmz5CBSvVqNB4FOeugoFCXlMmIwLhJdEEcAxmPzp8/D2NMzIdKag9aiAw6rAsGmDsMdazDwoIWHg1hCejgO0m5HxUlU9Y+LrA4P5mBU6D0eSqMn26c15umkk9w7V3noSaAU2tSgYxGY8xmc3zjG9/E7u4uBoM+iqKHmzfuoqpq3LlzF/P5HN/7vd+LnZ2dKBlQxvU3cP36DZw7dxanTp3EtWs3oJTHG2/cwN/+7Vfx7ne/GwcHB6jrGgcHE+zu3kOe5Xj72y/iG9/4JrQ2KJcVXnvtNZw//ziefvoZ2K+V2N3bRaabcFWmdUqxBpRlFTi2oONkd29F9Brf14lQ4fZIEOApAxU2a8qDUMM6BV9ZZD6D0gU0SM9NYOmhlU7WkYPzKuTEbNcb0lpFzxEKcEAsrrcslyirEstyERK2kPge5041lVMZ7X0E0OSopxR1fD1DxHGkkEcaNAG0dCrcJKcoRQClyJePOc14LBEV+Lh0z1FKtayVUtxtkm3oCHTy+d57UAHEQyz8aDustx3ZGwDle8osQaxWkJbmCEJhsUiOmis7FgrIkbe8AADyQVwulnC1bZVPYD0rQH6JW1tbGI/HuHXrVoyIaXRU7VBIaVTI8wxat0W02G+VAWhKb7SjUTSgqT69NJyZ4ICNuNkczf3sqM05Mu70+3088cQFXLlyBW+88Qb29/dx5szZqLIpigKLxQKf//zncebMGWxvb2M+neLkzgl8x3c8g7/5m/+Du3fv4uTJkzh9+iTu3r0LYzJ86UsvYTwe4/HHH8fLL78MwFOWpNkMvV4Pjz32GC5fvgLramQ+w7Vr11DXFZ5++hm8/PJXVipcSrcqtvIftzVDxyohFTh41dBi4GgBH7wsbMyH6oMejNZXUI9EoGbVSx5pwZh2tjHO2j9n/WXlUJVUynelHqTXMVHOuiZB0QX9a/OKx1PdPNKgKbmBVGkNtDNES32gtJ5L7lHqWqSeUYJYalFsFqcHYtQuWr95T9Y9dgNZVRtQUoJ1i5zFTe4bG6EYrFOdoQRXwK8ktmBDlNJELOnvtMjIn1KrXiu+nQ02nOiDQyuLoogJObLMQGkXxCwd9cJyzNNPtP6rDEplK6DJemPHNefFxqADF+9oKA8BzQcH0SwrUNcL7Ozs4H3v+/8iywr81V/9JW7evIWTJ0/i4OC1ENZncXAwwb17uxiPR8i0hrcOp06dwtvedhEvvfQS9vf3CVDnVLpDa4VXX30V//gf/2PcunULb7zxRnR9u3P3Dp54/Am84x1P48qVq9jfn0JZhxs3rsFkVFLmK1/5Smvz5jGR6gXJiXIgRGcL4i1TZ4vpAKlSXJSKGsmIPz4kD5HqABKjPUkNGVmsjVGACmmLg/qI8gtUxE1aF0ujLJfk2xnvqUx8TugkJK/ZehWwnjZ4zbCOFtxnRWL9MWDzkQbNVAxPF0sKbPGjG1DkYxxBklrPWbwEVq2JbXBS8LAtNyhuNDEkdkrDFYvMmQIlz00igRrLPpUmkKGX8hwGcXY/YY4RAGzdxNczpxjvrWjXldUMAQJPMxwhg0IV3Gqkq5QxJubbnM1mYP/E6F+nPIxpO983urYmUxRvVgyMeZ5HTlOOQ/y31vAqbyVGac23bvt8rgKnWpFCUikl/U5NIzMF8syjyGtsbmzju97zXihofOlLX4ZSCltbW7hz5w6yTIfIlRoHBwcY9vs4ODjA+fPn8fjjj+PevXu4e5fEeI5Zt7bG7dt38I1vfAPvete7cPfu3WiFt9biG994FU8++RS+4zuewdWrb2AxL6GNxr179zAcDnH+/Hm8/vrr1FOtY6y6NBim60a6KPExHpt+lnd6c3BNdxK7Ke2g93KteXjPiUWI3lWMjSedZyquV3UF7SxU2NxJ30262MViiXK5RFWWoAQxRdjgVTR0ee9hPdUJYnWU0m2fbOYkVTjGEWAGhhLpoHFDPEp7pEGTm5zgLg6jBZ5ax6QPMqOR9HPs4lrls5i4ZBZypULNZtV9LdU+aRazVCsE/Gr1XebX5Izt0s8ztbAzt8f35oVBcN7cVxrAoBCdvhmMoxuV1lDWRQ6Y35srG/Z6PUynUwAk7nPiYNpkFPKiyyruhajdcPc89pLT7PJb1VqjRpPsNp1zx+yDaCuGwA49t1S3dH3YaEQlPKj8rTE5nn32BZw6dQZXr74BpRSuXbuGg4ODeN+qquCtjaGpg8EAb3/728GGxJ2dHTzxxBO4dYvybe7u7uLZZ5/Fc889h6tXr2KxmAWuy+P1q1fx3LMbOHv2DK5dux4ja3Z3d3Hq1Ck8/fTT0ULP2e/ruo4uWTLPpNFUaI5rFDGnzyJ3nqhO5EZkjAqiOgBQzR5vFawTdcsDODpfw/kmCquugwE0uSfRJamcfJBwrLVkLJvNYB2Vo1AwAKgKglKkFgAbsVTjVG+D3p3Xjgphuy68HydqoUWF2N+jtkcaNJnYV0XldltZgNlqoXrW3XVzGk3j+0uwbMR5FUGzMRCF6yAzIDU6VWNC1p3WDtxELBljQibthgtKAZPfjTPh8H2NIeu85CJb+ssAMgxm0v3KBCs3i9bMZXJ4IoCYREKmeKN7GyjdDgyQoGSMBlv6WdRn0DSaMklR9Eh70WqtYbKeyH6T6K0D5yzpI21STZDSUvqJkozzwYWMc5e6mO5uNBrhiScuRHUCq054k1Hew4fzNzY2oJTCvXv3outXURSYTCYxY73WGi+88AKuXbsGKIu6KgPdaBiTYzQc486de5hOZ1BKx3Hf3NzE9evXYa3FE088AXZH++7v/u6Y1o9bbS1K22z40hfZWQvYpnqApB2l2K3JBos8R6c1RhnP4n0jO8e58drA+XSs6XxjGj9dpajQ3nA4xHg0wsJkYTOuoXWG2tQJ00Hrg7nMgmsfBZWB8zWsrWFrCx/mXmkydlJNOX+sUMxHGjSBVUNPF2imDtJeWKUVyDqrsJoFHWhb6JmAiGhssO5KERJRVSTP5+8+1pnmWupkhTY8iUH/4zzt4FpRaVFKkksEKQ0o9L1xNUlTzNV1HQ1BvOsabWAyEw1PMozT5BkUUTVc4IYUU154RwqJJKu7yTIMRyPUdYWqrmG0iWIT6auaOYIiUyUBCi0MbQy0yaBNHv7Sh4CzER2bBaGhMgMlFh77GioowDfPPGzjC2cgulJ0nN8yLDKtCNCoawIODlhg7pFDTSXnhrD5mKAC6g8GKKsSVUkb2GYIPWXOMMsyvHNrE8tyDvJZ9cjzXjAmGlx8+9vgLPV9sVzE+1x48omwaZI4mhc9PPvs83jyqYuoK1H1VGEl92ukVQ94y9wgZYaXm78WUk8ToYY4jpJ7jzpVZ+Gsgwsp5Ph7bW2sKsn03uv34L3DiRM7eP/734/3vW8fVUVgHsNI6wrlsoTz5MpXy5j0OiSB5uc4h7KcU87NqoIVKj2jNWpLkV3z+Qx37924D81Qe6RBcx1X2AWikvNjgMmyDCYnjop1f5xTUXIbfC8Cy5qWmm5nxoFyQRndcH/NIgs+ZdqH6oKsICf3DA8buCtyLSQxmMUXH8Qo6kOeFyvvK0PqGAB5ETJXyYtaaR2LJNjwcfBxMSgjFOo+WLbhkWuuD03uKRy2ppSG0QoqiDsGDKpNuCIbHpRSyAT3GDkZk8GbDDA5vKGMUwibG4tcEeKiCC6cTFj0SowB0iDI3+N7xolbPUfqiQlUKBeq9+SwX9cl9vbuoq4t5vM5KgFILB2kfZAJTwaDAe7cuQMAkeNsqXI0lz2u4ayDdRa9oo88p/lblEtAIQC3BTyihJEJf1YHg2XtcDAlvank2BnstCZrNm++7N+qxKblg17f6CZPJnOJXDKjkXxSfXMzH6zLlmMj/WCZVp2jEs3PPvuOSMectYnO45IezPXKQARP4yTWMKud5PqPYbFugbom1chf/eX/g6O0Rxo0XRL0z01OohR3Zew2DxwDYxPK2Ba/G+MFG3uY8WrEYwnekjD5PnKymGPp0hkx4WaZFNVBehfd1gFxo/eoVrhMfjYDd5ceCWi48NSwhAAwhrNeq0bXSpuGbt1TciPeA8r4lfdLxT0+Fi3krD4xekVlARC8Efd9tJZuqOv0Vl2H5bONbko7MN1MJhPcuHEDV65cwa1bd1rvnxoT+ZjWGqdPn45lsJvoqjqm1QMIDE+fPgVjDG7cuBF11dwvVmuQ1f4gRmtlWYatrS1cuHABo+EOrLX46le/imvXrkUVjtQRp8lQmMvluUm9G1YixzrUJ3Kzkeqj1GjHa1LaFuS1NA4EdlwzSfaf1Q18DfdJ66ZSAT+PNyW5RllKcb4PD4vRaLSWjtL2SIOmbKlI3RKvEoupNADJuHKlQo1xtPU5DLZAGxjTxSGt8SlY8cRKnZokEA9E8JYWbhJ1VSyzkRqqZF9TopR9TRdNHIvEUZ+JmfsoAVX6/MlNSkZH0bMBI/q1ro8p58PvnVrOJWh2Itya1mX0OWpr95e5fDKqcPZ65xzm83l0u5rPmzj+dffr9UgX+uqr38Du7r1W7XcGkMViiZ2dE/iu7/pH+Ju/+ZtQ5thSZJgih3+lNE6epAKGr79+FVVVQ2uFkydP4P/+v1/EubNPYjqd4k//9E/xpS99KdKjlJx4zDnnqMxGn4IlHwcQAZavkXQiQZnP4wxYcg5oLHotWmDAHwwGmM1m+MpXvhJFfGksZP17Csb84c1HMj0pTdB9NHwwLC0X3WWtu9rfG9AE2hwW0NavpI137BQorHOAQgu8AASOFhSd0jFZKQeX7rhdHFYE0iBWcALh1BABYU2W9+YmwYbfX3K0TMgpILPTsQRjubBSwxVzRfzMFFS5v6R6SNyBEsJex4V2gWtr3rRqCeH8nl10kB4/DDgliUiuh65hp/w80srm5ia2t7fxxBMXYK2PyTh4kUpalIY05yzu3r2L06dP4fbtW8FPU8eILs4FMJ1SdND58+fx5S+/FLj5OuwZGoDDjRu3sLGxgZ2dbbzxxjV473H37j1MpxNobZBneXQLk9KWHLOu+Um/y40NaG+m6eacXsOgKf1tuaX0/Pzzz+PUqVPY3NzElStX8D/+x/+IdaW4WqfkQvl5KSPQ6/VaICtTLfJzaT0Y5IUJDvbfwrrnf5ct5SglSKZcXhcnlnIESqlWbRMpdkZiEs9dtzj5WNdiTrnFBkhVi4i4f95TKQB5PFUzMNFJf1IJmBLgJAD6NZy1HCPusyTMhvPGyvsArHvs5iy5n/cD0Dejpc+Vx9KWim5yk4MYW37f0WiE8XiMoriL7e0tTKdTGGMwm81iJivmkqRrWlVVuHPnTgw/lXW6meNjmnvllVfwwgsv4PLlyyERinw3EuPfeOMaHnvsHE6fPoVbt25BKcAGS7AsNiZF1nUAIWlJjgnPtwzwkN4dkrGQjdeP3FRTsZ2PSxUBQC50BwcHVLI5hFNKa798VooDXZtwqmeOm6Ju8iActT3SoClbFzfJLR3ELrBtAEVFyzIThuQ4nHeUv8/7FcKRoJSCZvpdgrbRZBWWBMj340wvEmRTgvC+DXpyB+adlu8p++IUqACZ6GMEVwDGo9UnKYavIzK6h2mlyOsCTemv2QIocd46He63orWBXLFmJo5Pv98XZYmb2uRsdGOw5Hvxd2MMDg4O4nF6J44Rp6J0/T6VCrl+/TqefvppXLxIkUTpZpZlGvv7E2TZbTz22LkYaGAMxY9zPx8kjHJdSxmSLv0tN56/LoCVOk2gqVjAtCCjmRhsVyWhZq7S76maSer3+Z587nH36EcfNKOLT/BS7cjhLDmjlFOTC5YGn63kbeMJG2pkDk+gETH4L4v8/KzYTUE0vGOy1dBkGTKzGgVD19Wwjt9Pt0BRTjjfX4pfqTiUAi6CRqc1nHydUsjQJPtgUEiNPnIcYt+NAVQHaIbfMwbNLCN/UOagvW8SR/B1cuMBY/zRgDNVY6w7lrYU5LUCYBruKM/JUX1rawvnzp1FWdZYLpe4cuUK5vN5W7WCdhpC5jY5GIELp/E7Ud7OZUgWPcTNmzdx5swZXLlyBfv7++LeNA5aA/fu7aLXK/DYY+exu3uPcnuG5505cwaj0SgWvjtqWzdOWusY8BB/bzy3ghWwzdVba2G0gdftzV/qSznbPv8mAVKCZ3QLdOyV3u0uljJGQCMlyvdAsmEfpT3SoElOqxW04mQNRHwUfUNNErAEJMnFyN2ttRMpxEwtxhjoTJOrkWrreaTinO/X9Vfef1X/s1oP2gddJ72H3GEpMkUuNsmZ8XlSh8nv1BKTdFsP2noHhHcHrQPvKB5ZZ4YqdfKiCdmIyBZJvm/KaCjTGNsagxbdmIFagdaX96CECwqAovrYTgHOqxjRhPCmhxF412+p4eMwDjm9V+y/cqFEs4c2HtoAeaExGBbY3tnCfLEMrkcVbty4EYGTny/n1FoXk1EMBkNMJpOAMY2hhjhPKg1y5coVbG1t4cknn8TLL78c6+Zwbkvu45079zAcbmBjYweZ6QMgC/PBwQHOnj2Ly5cvR7WBrFW1bhwl7bY2RKWQBVolzCJGgn9zzhJdKQOjDLRXUE4DVsEp4o5bxj1PagZrXUuKYaCM0W11DVezexGlWVSBZpRq67kJC5sELvFBAJQHjDzXh7H3q4zAuvZIg2azVN1KuP5hiyP9jcFEAmfXIlNou2KkorjkwCSnJ+8tudqob+SoIN1lGQ+g0jregGVrNIQOMhWL03Occ1ReVbXVFZHL9cHRWVyjQvouBvf4/rodU2+dg1YeLbplrlExyPqYIiyZIUBJ7viofKUcs3ZI5NGuCc9GN+fCfo5KUUAD55H03sFojcFggM3NTXjvce/evVhIjS3jsjF3KXXQxMG3C7yR0zxw6xYlBdnZ2cFkMokBCXXN0UKUY+De3V0899zzGAyGMNqg9jWuX7+OPM8xHo+xu7sL65oEHkdtciw51aBpAR/r6hUQM1CFqC5wnHpTt6iqqpa7k9TrSkOPjPrRvslOpEPARddaRvhd9o3+Iee6+5qjtkccNKm1FLtKAdqtJBVNLXUpFyS5vlTn1iiNFdJVLsVsCSTytxSYpGUxLhxhqZYAxNwmJXZdzymlOtj7nUuE2DYmrehwBcBKB2Spi5QbSCTU8H+m165zgNVQVG5tBqHb8+Fb3VJVA+soq6qKACmDDFh/yaAg78M60Dw/fPlZ6wFQ2jnOjHTr1u2wsfu4BwE0Tuz+tLW13RJr9/b2sLW1hclkEgMejtqkOB2ZimRDbmjbgIIAGm8E8nYIc6/Jba8pyUGbiSz+xuotThJzlPn4Vum5uT3SoJmKstystUDCbqciObBq4U2BVE4iQKKI6tKVqFWrsFRc886eGnoYXCnBgIdCO/Y9ghUn5QU6iSQ9luoy+Rz51wfKVrqt65XjwLuvVCswV5Fak+U723AOVBvAV8R1NFxKw+lyIoZmjrveY12T56fjkv521MYqmJTW2OjCyUokt86hlVIlQlFd5GfJIZMrHFHS6ppclDjmfzDoB+OPhrxEaRXrFlGNnaau/N27dzEajbC9vY3bt29TtqJjcFZyPbBKR9JXe0PhMeCLAYSE3N45mLyplso+0kBThYDvy9z0upZuYt9K4HykQdO5tttQHEj61jo3BQU+nx125YLgv+wqIu+rDKB9WxzlJsExNZrwfaVLSQQOxyGYbfcJqYeUxJGK0l1cbvpOqeWSk1so4cYhf2fyXwdaUqUhx55Fe6+6NyR5D9nP5otriecP09Lx6XJDE2dDrcGRLtUKz3OeF9jY2MRotBuSChuMRiPMZjMhSrcNh7ThNKqOuiaQa+4tgRnBub3GfL7A9vYODg7I/ag9bB7ec7aq4HMs9IJ3797FqVOncO/evWMBzDqJQtKBPI8lIloDGWV8VyGBtGpoUob2GmNQFL1WZJBc11qpFYOlpPlvdXukQXO9zup43EnXfbmxOKOUgjIqVL7rbjJ3IRMEc6Cpn6Q02lhHdVXQAYhKKTi/6ibV9X4S9KSbRnquUo1blRdg0DUOLS5DPCf9d4tDVQoejUIzqgM6RHTZ7/Bt7fgep6Vi5f2A4n40IueNx5cjXfi7dJs5c+YMjDHY3d0NYjsZeIwh63uWmSM9k5KCWMznCwAeW1tbVBivWkIJ8ZzOXz8WBwcHsQDe7du3j/yu8t9aa4o/X+MKxioHBkxjQoZ+lZHUYQBlGhckjiriTT31M+7e3P7u26MNmli3GNop8R9EhyO/t/RudhUEuHW7DLVjaRmEmeNsRN5Gh7iuD13iZQpqSjX12qX1XIJwvK8jIxoid746Filny38lZ5GWbNUAoE2cH6lu4E1E9mMFNN8kSSsFfT6WcuTUB+k3g+S31YVLOmnKVt/r96J+muu+W0vVSkejUZOBp6pjX9hH8TDabLKTK0wmE2xubmC5XGJ7exM3b95aC5Jdraoq7O7u4uTJk+j1erEc87r3TSWm6CmiDTJh3KR+NhPWcPMOSrFbENGYNjoakIi7bGrY87/l/SJNBVXPt0t7pEFTeVAqM4AWfhA7KYO6ay9iKEopBqqO2LUQuoAp1dfIRdhKFBw/AFfqo1K+QF2zLq9RdkuORakAFHQR5c9EoBNPEqvzxMHx8zhXnPeUAkuCpgznizrZoFtSLNexroleHFH9ED7wbLUPY6f4F9ZXBkLWGoAJ33V0HeK0Yg0CenH3YAPtAGt/BE7zfrpJ/tn7xhi17h7N9QreN/+OAx9CFgEyyJGYrqB1jiIH+r0hHj//BDJTYDzeQL83gPfAzZs3UVc1MpMDnhz+lSpjobPlsoySSNovBiTWgSoFLBZzbG9vYW9vHzs7O7h79y6cmPfgEBaus/G9mfPVWsfS08PRsGXVT/tgFElUWeAsGy+Qtt+u/EQfSmgKivAKxntQhijSodrKIsuICyWfTPZKYO67SRYiE/EoNEDO6oCu8Nl1NHK/347LyT7SoBkcGsLCDwe9B9UdQZjkcEb8nWoEkRtEI0rLv136N8p03twn9fMkQqcqeQSuTiwyj5hDko0/gcOMz3AudpGNTS4As/WK/AOZiELpVR9KkqbieEu8AXGUHLPN40VVM8OzwPinoBwXv6JFG3oEpYy4r4YnWQtQGi64lTTFWlUDkZFxFNyIJb0dcxC+ZbRbFd1Trnrd70pxqWAGS9bMrs6n9/xvnjvd+IPGDYNVJo3/JMIo0qZiYK3CfFZCwWA82sSZM2cxnc5xsD/F7mKXylk4i8xkgNdhBgyc9ai9DXTB70LP5WcxYMrwQS6PURQFlssFrCUphcsiA6TrN8H158SJE7h27RpmsxlVupwc4MzpM5hNZxGYWuMJcr8xXkGHYoDGq8AseoRXj02K1C7473qlYs5OxZnelRZuPZyTtolgY/UG6zvZ+4Bd2ozWVKZ5jdTVkqD8W6vrfKRBk9sqtxL++nZZXtq1FLzIZt4Vf57qUuJEgVyZpCWb7yOBl3dDma7NGCDPG6BlvzQmOtlP/h4tiAGcpNtP7J9qGzxSR354tEQsvt4YEp/hZZLjdsw7gdA6FcghxhwQtDQiVSP60nkp4b85BK7UKtcg5zBt7WPruVICf5nlir7zHJRVKeKkl+j3+9je3kZZliSq15Tz0jkn0q+pQANH00Xw3Bqjsb+/j/F4jLJcQrFlOoAsGacy1LXFwcEB5vM5BoNBcKJXmM+o5DOrDYB2OWtJB6zzdpLewg6bqny8p00dWq2I9TL8VhrjpD+01qtJQCinaMi3WdUra02OjTx2HB/UB2l/L0AzbbxsUsse/9t6B1jfyeKnsbSyABUlaPUr3CITDiv3ZSRDQ1iIz+/aCSVBsCuGtTbqC+V7tCzqSkGpxr2kK79oqmQHQq0geCpvALSezd+NWc1DuK4dR+RZpyt9+KYicHa5q3QtNvGthV+tPiWcDHOAETjCnE8mE9y5cycC1MbGRjyehuVKneBRGzuFz+dznD59qrUhsJaKQCqHMVRUbW9vD/1+P6ayq6oqOsuv89tMxW65SXuAKgAk9MS6R5OZVrXQlPngcyVIyjRzkr65kFpd17BCKrz/BvjWtr83oCmJ0At5fYUgotjZ/XsKODzpJkTtQLejNuh5q3XQZVgiGQlW697I+/MOKyMhlKLIC52FchBdhiY0CQkYbFm57p2DMtnKuzQfDYO2YasR8Q/XHXZx4/K4HBfua4ujEQvy4O34fgAA1aBJREFUKI74hzU57+uAmBfjOi4lar475iYoMOA96aWd9lCqSUKR50UUKe/cuYM7d+7EqB/edGXcNBDisbM0pR+rRrpbWZIedLksY+y6tUva4HSjL88CcHnvQ9XLETY2NnD79m0opbB/sI+zZ89iPB7jzp07K2PlnINNNpBIp0miFUC4UekQQivuJw1KfG8J1JFLFb6wfB7X7eoE6A4pT/ZfGmIPa0ehr7Q9FB/7q7/6q1BK4V/9q38Vjy0WC3zkIx/ByZMnMR6P8YEPfAA3brRrb1y+fBkvvvgihsMhzpw5g5/5mZ954EwsndEmgqtLFzH5zDWDJEGuq/G1zjnUtqnYKJ/NABB3RXG/VPTge8mJSsGWr5UiTkqkktNksJUJcH3QVcZ/dxAc60hT/zs5Xqm+t0VkCWAepXXe5yFaOo6yrdugjnOf1Y1GtRJWSM6o1+thOBwGl6AK0+kU0+k0pmeTvrvL5TJmJG+eJzf91VaWVQAShfl8gcFgAIDAVmo4lFKxHhVnmR+NRuj1evQsD9y4cQNbW1utcs/chXTeW5ynbzw+gEaKoXFtc5I8NnVdh5rw5PCf5zmGwyH6/T55H/R6sagcA6HU43bRSReNyvlL6XZdS6Weo7QH5jQ///nP4z/8h/+Ad7/73a3jP/3TP43f+73fw6c+9SlsbW3hJ3/yJ/EjP/Ij+PM//3MABFIvvvgizp07h8985jO4du0aPvjBDyLPc/zyL//ysfqQcoXNxHZzPQQknl47AdYU1Lo4JvJkcgBM3B3bIm07jLFLPImcjWpcb9IMLnx9tK4exuUFwpTWUPls7h/3tQ24pHtkC7sk0sY401awx7/ewbtVUPp2bSlnkm6S/M5d75OCrVIpt9Pe6BgkZHCETNzhg34zRsqI4+uG0HvEpBZKaZRlhfF4FGrllCta4ZjowlrMZjOMRiOMRqPIAe/u7mJ7exsbGxvY29s7FDRa68F7OC1VOE3EHNXkqyNnaBIxXRpeJbfJwCqZkJWsRveb4DV9lnr8N6s9EKc5mUzwYz/2Y/iP//E/YmdnJx7f29vDJz/5Sfzbf/tv8X3f931473vfi9/6rd/CZz7zGXzuc58DAPzhH/4hXnrpJfyX//Jf8J73vAc/9EM/hF/8xV/EJz7xiVgc6jgtBU4+1sU5OeeiO0+Q5YjbUlRczVmLuiJu0oqPs1R3ma2ANiwKTo4qk8wCLJK066in3GfaL45jTkMVObcldXmVW+Tr+b6pasHDH3ptl6jTiOernMa6j2xH2bkP4/qO247DKax9XzjyKw3/xUGPm2s7HV/zIUAsyzJyU+yXKWlCAnV87zi+krtsfqPrmt8UOCOQjW5lRZEjz03wqAj3DqDMhh5rbciqNIi6TWMMbt+5ja2trTgWrQfzuCKd54aD5fdspC/fAkY2ZqaFzWSgR8qYcF9S0FzLfjedBXu4MTfN943vch+6PWp7IND8yEc+ghdffBHf//3f3zr+hS98AVVVtY4/++yzePLJJ/HZz34WAPDZz34W73rXu3D27Nl4zvvf/37s7+/jy1/+cufzlssl9vf3Wx+AuCQ5wBEYoKFVFj/wGuTuYQBPbjUIH28dXFXBVRVsWaFeLuGqGrCUbFg5D1gLWAtfO9TBSdlWNeA8ZVTxgLfsv5dB6ywsMhP+beKik+I6g6VcTJzINloRFekemXhkEhFePNyXTJvYH343QAXXD3K1ct7BeofaWdhEz7bibB+a5EAbkXRVdOLz2lzVasKPrg3tqC29Nl3Qsi+HLRS54RD91PC+gvf8twJUDaUsyDOKn+VA/jcWSluYzKE/6EdRmYGEuTAGDmYIyLWGdXwKzip4B3in4Bz59zoLeK+A5OM8YHQG7yjFXFVVIUiCg3BBETZAfDbTyXQ6xWg0ihE4SpElncM+o7RECwhegejEWthAM9azK1Qz/vx+BI7tZMzMcXIqvOl0ivl8jsVigcVigclkgsViEdcAc61KURw9p7LjoJCUY4y0F6ZeIWw5zgd3OpArn5jT9MMb33HascXz3/md38Ff/uVf4vOf//zKb9evX0dRFNje3m4dP3v2LK5fvx7PkYDJv/NvXe1XfuVX8PGPf3zluHzXtvjU5qTkwo6bvFjcssWFLeJg+TwDSqSa7nosgljhb7hetGuSBbfunbhpMAdjgzM1ksJqDE7W2qgrkrt8fK+EHpxgXdLdlt83JcyuHVmRH85a4Osa13RsHrRJ7uR+bd05Kdg3jTYaKb6vcuEEnuwTOhoOcfr0aUwmk+h6xBZz1mGmEWJtLjSM50pXE4BgRKMgbiwWS4xGI2itUVcWSmXReMLx6/weHL8+Go1w7969+Pz9/X1sbm7GOPk8z1f6IUVd6yxVLxBzH5O3KBnI0dCRpGcJtCyiMzDy+LB6g1PrVUm98tVN0GOF0NuzfejPbyloXrlyBf/yX/5LfPrTn44V374V7WMf+xg++tGPxu/7+/u4cOFC/L5u0R7Gjqfck7xXqqtsoh0cBb+o1dT90irapTLgJsGSr5V60HSBOufglYnVKPkeUpznolOyT13uVPy8rjHgvjfXUjlj7scKOB7CMUqRqKsP3yrd53FEsPQ95WYr5zn9OOdQ1TT+o9EIW1tbOHPmTMw4tFwuW/kr5ab5ME1pYLFYYnNzE8ZkqMoaWpNvozEm5jhlwC7LEpPJJBYd498oPHMTvV4vivPpuHBjblA2SbN1bSkqD21PiTT3gpx/CZw8PmVZYjabYT6fNwYkW4tIubaO+JAI2LekHQs0v/CFL+DmzZv47u/+7njMWos/+7M/w7//9/8ef/AHf4CyLKOSmduNGzdw7tw5AMC5c+fwF3/xF637snWdz0lbr9dDr9dbOe78auYiAG3AOUSH0cUFpgaUFojZxoDTZQlXhsIlmBCkgWVVlOzW66VABlCWl65SGWypT/vO95Fj0fXucRxd2yLa3C/rvhdINdKlk5Lvkb4X3zf9dyoNpP1L23ruEZBsktyYDrtn+vx07tuuWN3AKcVNpRQGg0EMW2Qjh+TY5KbW9ItGNnKeHY2uo/En4PPkH6xpkyPaDLr3JEvWdDqNlmqulc4cH5fNZY6WR6OLPmWTz4BW0MhaG4Sk2VQClGMt72utbXGZdV1Du/b8tPrxLbY/Hkun+c/+2T/DF7/4Rfz1X/91/HzP93wPfuzHfiz+O89z/PEf/3G85uWXX8bly5dx6dIlAMClS5fwxS9+ETdv3oznfPrTn8bm5iaef/75Y3W+ZV07hKsEGlBJxSRplJGWPj4HENbo8J90GWGFfwpYMkkt67SkoScFKr5GJrHlnT0P2XTYj01ymdw/FstYHwqgMWhxVEWHOM7P7tZD1it9TEFfXi/nIn2nrjmSG8BRucLD5rjrPNmv9NPamJLNkucnioeij6lqZTad4eDgIB6bTqexKqW8N48X+3SuzsPqBiXP4bnXWlNaP0W+m/1+P2QfYvBXUczle1DYJfl0kn+nDZZ3ihwaj8fkrQGsRAV1MRNtXSbr5VUrC5I8N/3IMWTQlZZ43nD4ejmOPB5Nv1aZhbeyHYvT3NjYwHd+53e2jo1GI5w8eTIe/4mf+Al89KMfxYkTVMj+p37qp3Dp0iW8733vAwD84A/+IJ5//nn8+I//OH7t134N169fx8/93M/hIx/5SCc3eVhLrcXrWrpbdnFjQLf4IZt1Fq500KZNGNHIYZoMLvI3ycmkwM2EKUUj5pBYz5mFejusv2SLvfdtpbtcnNHA4xQgQjTTHT8Fj+Y3+hyms5RcTBexrgO2rmPdnNeb1w7bMORvXaDM3GYX4HvvUfSKGA1U13X0PeTNLVVhMKf5sI03762tzQgeJAY3gRKSBpmDK4oi0guLwhsbGxgMBphOJtGodNQ+xH/DB2Nj2xWJ/6bhlHIj4qxPrHpKjbvpeLVpRLDG34L2pkcE/fqv/zq01vjABz6A5XKJ97///fiN3/iN+LsxBr/7u7+LD3/4w7h06RJGoxE+9KEP4Rd+4ReO/Sx2zgYQfTNXmlolgWYB0O7YLSbFG7SulS4YEhitc9Ber1i/pRGALM4elDZrlduNz/CUd1EpSlDr/BI6PGO5XKKuKjjfJHCVu7oUJxUaMOpK1gysgib/Tgs7VSFE+yTY9aTp88OBZvr8t6Klxp1UZZICpdQJHiaeW2uxs7OD6XQao4GKosDGxkZ0budn8kbXNe7HaT44tFOUUI4sz+Fdoz+MoAkfE4ZoTZmOhsMhiqJo6Tv5+HK5hK/WB5q0eqxUU9ERHt452GDxlpZw/kjOF8AKx8n9ltxrCprdKq2Vnr2l7aFB80/+5E9a3/v9Pj7xiU/gE5/4xNprnnrqKfz+7//+wz46VD3UIcsZWYV9yP7jlZKKmeaa4IYQ4I9gIBazJIuo9wrk+B2voj+eCDWNK2dfSldbyiJkXXQAJgMSZT/i7NXWUz4grRW8BmAUpfsPAK+1hlEarnaw3gLaQpvANZQVvHek51QKBgrKU+EprVmBgJDNyEd3DHhP2Y5UQ2Q+/D9ypZAbCkJoYZLWxit4p4IBt10qON18uvRhvJBa87h2EayalA8Xydvfu54jgbOL81x33EVXQd44yI3Ne42qpOgfCqnMo7GFr2VRkz8SNJmG6JmpRZ2ew3pM1ncihHRSzLsDvEKe5aiqOnCZDpw2TivOyESbKasaiqLAfD6PG/p0OsXGxgY55yeg2dpkvQs5OxqJRAUdqtIUZplKgJI+pMgu9caN1Z8+MrItPKUhBY82N9zpRZP+PZ7XxWHtkY4991rBsz+hZ50QCIgAtIY2jJNXHiqcrD3BRjzLk4ghz+eJJfcfDwTOjkVn3tFlOJn0SWw4EiprysRkraUkBb0ceUbZv+OjrY8+lJy0w2QhGxJnktfBH9N7KK8ozlyHxCDOwytH3LdWcABc2ERaQKLa+it+32bsTMxW1LyLAhyNYzexto/JMYhTcV+i9Wu5h4ch+HWqBvm7fIZcgLamY9ECDA/vLbwD6hB1c+/evRg6yYDEtc0ZJAaDQcz4ntaM4r/dagTqh/chbJKPOaCq6hi6qcJmxpuhUrzBNRx0XVNquel0Gp/DddHLsqS1odo+xY07mwr6VMUdpI9u4tK7kl/z9ZLrlhsu5/3k39reHyGgIBBsp/pgzbx6Du1cO+vHb480aMpFsI5riL8JyXuFq1Di32hEM75XVGZTnBhUEu4ldTZScS2fo6DhVCM69/v9WCyL75O+F3MjdV3BOht3YAZrqVdjXZBU2jvv4KyHMk3YZ0sHLEAzHS/PG4paBRvnPby1gFrNdrNuDmSTulDub/v3tCLM0e7b1VKx+0Ga9yR6Sp0wzxkb+BaLRcxwdOfOHdy7dy/OYWp4ms1mKyqVo/SvrSJocIJF6/l8DgARjFg8T/tdliVGo9GKWDybzQAPaDTVT+UHADLVFMxr0Xf4nmVZ/PA1MuZeri1+J0kDPK5vhs6X2sPNfVf7ewGaXYPSJW5FVr8LVMW/JaFL44rWgAXgnYtW80b/14St8f1afmkKJCL7Jv7bex9dK1jXJQExvp9zlNhVcIPr9HHSyOS8Q+1ciIpoV5GM7xsZhvZ4cSkMGckkF7kLq/Yw0DxMzylBc+XZh9D4/bjF9FnpM9edcygHGrht+f6cIGW5XAABiG7fvh3TwmVZFsFUgiKDG9UMqpL5W8swAWjyRDYATIJrWZYxnFluRNZSHk+tNNWYD22xWERrufT+IBpRMMp0ZmgHqHKqCl4a0rDDTerYU+llnS+x3Ojl+hOz1JqrYzXfcJs8Pg/bHmnQBNqipU44QOmqADQuSkq1rb/8m5xk/sjCah4KPpncdAeVO3NrB3Uu7tBsHUzP48Uo3805R1F0WF38sqYK91Pq0pwlx2teiaxLa94HkcuWhAs0GkXZmIPx7GKimtRn3A/5zqtg2Da08DmyTyuGtwTUDls4h22G8px1nHW62Ls2U6Yppq+yrGJwQZ7nWC6XODg4aNXg4RBLay16vV4Qiz2sbYfR0nOw8kx+LzbaUF8Rqk5aFEWOsixb4jQ6pBduzMnleb7q+qRUZCxSAyX3gemJ+ybpkMcodX+T5zOtM+DyMWMMer1ey7LOY0MMzwMAXqQrwTjJzfoBcPiRB01g1fAgfcPS3z3aAJmK5Ifq4MIg+46dLxW1WtytUmRA8S5ylTIlV+qCwuAU+94hIvN78nXsViI/1gVlu9YtYGr0UegUtdImN4RUJSL97NKx7Fp06Ziu40ZlS+f3sHYoxyj6nX7S92rdR2HlnaWP4nyxiOUkpG+hFM/5+V3GIEle8i+NQ7MRtQ0kbCxq6KClVxfGlvR9mBno9XotkZ5ujJY+lD9Rr2lCMm7RUnexLr3munHnayQX+rCeBWlTclDRQV/HvN8jDZpStyi5P6Atuku3HyjA1rY1yV2TmepeOp8vCIInG2gAjAmHAFDDuwbE0+eker2WaKMAr9qhZnJXl5ym7BuDphS14j0RuEmRhbv1bslzJLcjx5a5+ka8063nrAN7fsfDRGZ+j3TMD2tHAc0u96HDW9tFi/0do9FnNoNzDuPxOEYFSXUGq23YKOSci/rvVB0hu8+gKEGlUQEJ/8hwHxaZAcSgBglAcmw4Coh1n+JVg2dHR45VpgdrW2PJ88xgmXKYKRef0j1fKxN8vHk6zXbrBMxjouYjDZrrWkssThZgFEuxyj1I7qdz4XoyV3IIoatrIiAIABDsgrOWAEupkLqrEZMlKHc5u7eSCXvibaViPe03+e0Fzi9Y3J11K5ZTeR1ABiqtNCUiaTUfFyb5lqrwavRXKw2yHjt4pQEl6kh6vyL1pOK1XEhtkZl1e92UfBRQbL1FAhjp364NMgV6EjCI6/Mgw9xsNsPu7h5u376N6WQRRe/BYIB+vx+jwOQcMXcpPTLuB9iS2ySuUhbkY06zeUdJW1LSSsdG5khYGbfATWodUs5pspjDWljB+UpHdakWky3VY3ZJYgz4Lf/SN4nTVCCGg+Xww9QzR22PPGim4CM5zy6OQikVLdaSuNJQrZSDpU/Ix6kUlG9A2YXfmTi0JiDKtSJLpHfQ3sAHsamqqhZxy11d5tPkRaCgQrICTobsG5cj5yMwAwjuRuRWRY7HaIlTK+oHS36kCuTbqZSmVHfew6saWqS186DM3VprFEqjqshxmt5PQxsKNXUdoHkUzq453ixiqfc9injefb/7W/dTvawEAsDDuRrOW3hfo6prLBZLTCZT3L27izu372F3dzcmmAAoRRs/R2uq18NuQfw+TWaf7v5r3YCm1kBVlSK8lu9roVSjp+SUcHz/6Enh2pyp5OZSjr+2odCeUshUBmgN2zF+fI0ERb5/l1jOv8n1ymuBI6iYM5duew/TlFKB/tfQnDs+OD/yoAk0hNkNdM3OxRxZGussdYpSvAS6F7sUSdPGv3lPDrtKKdRVBetqeOgWxwi0q1EyMfPOmxpupKEJWNXNrojTKui+BAB0AZfcQOLiUpSwIzLPwnjmvY8WCwUFZx0shOpB6Nd5A5DP6RozMZtrQUTOd1dLRbr7cQ+pCHn4hwIipGi+XC4pKAGN2M6hk2koIG+SHI/elmQOe89mbrh65WHjQ5wdGWskKKb35X510TBfI9U/UiWT6jqbvna3lkQkaCBVJ0mAT2PUjwudzb0P9454EH72kQZN1p/IyeeFnxJ9a7EnnOc6rnTdJyUgnXBy/JEZvJ3XgG5ixCWXyYtJJumQopa8N7cu4JP9kC4cHBHSRbzyvaVIRw9cfa9GrCc9LT+buSZjTGPpF+OU9jl9l+Y5dPcHbYdxl2mTm6fkhGRfm7FpNuDFfI7JZIqDgwPs7e1jPp/FpLkywYccm36/H/06Y62e+7R0jJryGYdfo3WzEbfmTKgmUokmbUwP/G+5WUsal6qG+21mK1LOSr/bqQ/bOtmH4zjfzPZIgyYrnlOCB9qWXaBNgEZc0+LMsAou8hx5roytlYQnv7fSramGC5Y7NFvT+bw0AQe/lyTUlOuV79cCAbb0+/Y9UqLt2mAABS/cPuSioZ1fI62cGMc6hLauHD+miJ2en75zem56zmHA1MV18z1SOqJ543/T77MZgeb169dx7+5eLK/LYqb37SQsTRBDE157FODk1kXL6Xiw/pDUQ+2UbOvmPFVLpPeXNCxpW56bJqiRKpV14y253RS825mTALRyHvzdt0caNIE2BySJR7Y2kJCOkY+n58nzJdBIro85slSXIwmHv0eOD5oMJuH+DJZSfJPZ25mzYAKTxp+0cqckXD7HWguNUNtc9CUFiHQBSLFGjoEcW6WE/I1usIFue9WlYCmflc6X3CDSuZEt5fzT412A2Lm5dLQuoKH38+gP+jAmi5bw5XKB2Wwez2MxXb6LBFGpzzysSSCT/143Hg1YATJHgnzvruvbnH5XQoxViY2BLg3IkL8fdj0/i/souVjJqSulAA2qMIL2ZvF31R550JTcWHqcgaIlcjkH2O5F1bVQUk6Sj6XPkOAtgbAR/w28akdLpByjFIlYTOfnrAP0FneR6A6tdbDKR9/ULgtxF0ABhInerfp2NrrjNnByY2ChekmrEUhHeXarH53A1f69iwvvAsXDntO1ech78vjRAjc4ceJEMP4sAK+wu7sXY8w5yotFzKIoACBwo02+godd/LRZrorXxA13R7Yd9b5d31PgBpoCbukGuG5zT31HmZOVkpU0yjZj9HcLlLI90qCZC2OJbOliaYX6aQ3okCqNDUQAwKFyCVCk4jADVZcfG//Gz2o4MA8FF3V8kfAUpbcDxGKPaYnaXIXUf0pwl0S8qpd1cOE50tXlMIBoHopWLRjZaCPiPrPri4p6P6pp1A2GXWPW5qBW51nOZSo6p/eU8+9DITD57MM4y8PGRAKQsxa9XoFTp07i7t275BFRV7C24S7lJjYYDOIccs7YN8sPcR0Yyv4+CDh3MQkpHXZt4On8pGtDGjslaKYuTKsA/f+C5pvSJGfHk5L6icmFEHUvzkLVFuAqj55yXGrngCyI+pYqUFKeToIyyuLGYkQgzAgaAMAlgQ1lS/IAg7G1NbwOBOfa3E8kfKUAUASP0QrOB8U/yGdOGnd4IbCyH2hvFvzXeA9ohQwKWXQdCsp9QzHG3SDmyc8z6Wfzb8rExGMDaGjtQ+owBe8bY1caLrdufuR7tM9p/s3WajoPaJy8yVgjF5e8DfUljZoiVxS5QCWd8HXUZ86cXmG+mGI2P0BVzTEa9zAYGBSFQl1TzR0Kb2xoU2sdy2AwjXapFY7b5NhyHHlRFNCaQhjLsiQXJLe6JnjtSHCX9+2SsCRtSes706RM99a1iTFoyvvwOVIiSa328IglioFGTD9ae/N1oY80aC6WS7CzL0/SuszrkjispThyoxR0FGWbOstaka+hRqJvCyV9JTGlYmAUKaJuB6RH1SF/ZnAab7ge4jSpf+Ru431IQ0dPaIntqV5ynQtSbIwjTngOgIhw3aJlYE25jRWxTSPk6CSwp2gSQEXufRXIUw65i2OWnY9juKat46KIJg4/X+tm7NPFJbkp/g5wid4SWgMHk33M51MUvRzaAIsFhyQicOANdyUz+KdqkjejcT9jHLh4plZ67TVys+BjXZtI2lfJPaYbTKom6gLRtA/rdPZKqZiG8Hhgye3Njyx6pEHTWgtVNMlL1wFnOgmsP5Gp3JRqlPPONWFu7RacxsPzUqV26vfH98myjFQCaI7xAuL+pIl8Wxwjc7u+bZyS+kzud0us4Wu9AIAgT9M91o+tQnv3T0XVLhE2LoaodugW6fh4KrZ1Acj9RMtVrvR4C6uhm+4wVvndWovFYoG9vT0cHBwEI9AS+/v7gAeKIg9D7mFtE0jBc8TJKLrFz4drLGHJUESpG3xYdcA6ddTKRiq42HR98KeLDtin2fvGl/XbtT3SoNkretHlqGun5GMcnSF/lxPXZUSS4kTTPODbRbW6iIGvYVHJGAOnPEXvCKDj67sIkvvF7j9aiJFyR5dgmy5GFm3Q0j0BSiZSSHR+DQe8anFeFVnbiv94H+Eiko5367w14njKiRy1yY1Ivsf9rmlEzOZ4S4fpGsf1+XyOg4MD3Lx5E/v7+5hOpyjLEmVZIs8L1DX7ulI/ZLlcudHKubxf/4763o24TPkVjgKUR3k+hzge5jfM37tEfblxps+WjAPTsKyr9JY30kQdqz3SoKl1O8+jdI9hUFmns5HZaHjimMC7QNA5Cjf0Vj5/lbNkDhZIjAtoiE/2MQUOeYw3BGcBrU2L8+PSCsy18gKRinWZSYkSB9eA1zBgMY4ohomWz2c9b3iJ+C48XilgyucqpaC0gXUkIvK1/I58fQrOKaDKueo6Luco/bd8ZnpNl4pA/i7nQv47yzLkeR434H6/j8lkEt+b/jaLn8aLIru49jkbQeQ1h7X7gQbXm8rzvGUh11qj8ja6taVNbtYyhV36XCmVMccs10OqNqI+rY/h77KK8++SllLQpL9vDYDyvY+zOT/SoGntaphXKqoD3ZZKKd4CzUTKBZhmkFYeQLa68Pgjs7ukv0MrQITcdXGWXaKP9z6IylnrvdolCNpOwy0ARojMARCd3J2D8w4G3fqmKMYnHDC3dQC3rqV9S9//MBFbAkvXmB9VbLxf34PWotWHdPPM8xz9fh9ZlmEymbTiyK2zcBYBKHNU1aIl0ku/zXXv+jBNGm/ohQ4/P924ZJPH0o1S0knqXylBlI9JtYxkFiRnLGn5W90UdfRY1zzSoJkujhQ0uaWcQypGr1u4KfgC7R0vXaAmMyH7jwx5CwsvSMJp3yQIyiajLJxqc5pyMUvumglTlmiFIjcmfn7sM5q/qVXee0pCYtSqBRUAukSt+7V1rihp6wLort+7PpLTuh9oHgb66b2ARle4sbGBjY0NFEWBuq4jt1mWFerKwjlAKaoEOhgMWpz/und5Mxpb0qMh6JBz+b0kjba9Dhq1lfQBTgFQpnPrGtN0I5aMiVRZdGWAf9Pbm+ix9EiDZpeOrEscTydPGoa6lNVywUguwztHVmh0A20rVRYMbOUizlrvwVGHkYNMOEYmYEmMoMshXY64zzK9lxS5iqJo8jXCBfenYADinT04RSuhe5Rj1CUQSTCShpt0LOjfq8C3TnRLxequzVDO72Gg2SVpyH7wRtMlgqdgzu5B8reNjQ08+eSTMUP7/v4+5vMaRd4HfIXpdAbvSTLo9/uYzWYtOmLweBAL+iooITzLtGjH+4YT7Lq39x61LTGdOdi6XtXrxaJ5DtbVKEsH5+sgSWXQSke1UCrtHNZn2ad0nlLXpZV+e7+Ce0cZNwrCOMziebhBtKs90qCZinc8+F35+2TWFAlSUj+XiiBd+rSWIl9cFxektag9ib9eE0gprZEn/WGw5L5y6JjUiTXccHuH7wKUNFs2N3afUgEwozik2vpYCVwAoHSIH5eivgCoLheo5n7UZwl2/Bz+m4q/Xee13qMDELtANOWK0pZyfQ2YkcFNctzcBylaKqUwHo9x8eJFLBaUR7Nc3sZMl7B1CQVD/qBGxQQe6fuk731YS8dENqJXFbleCWLO2TWgyZ4YLviTYoULY9c3KmntYZ2CryyU8mQLVU2hvlQvmzIx8n3Tti5/w2KxaN1Prrf03kdqh4Lm0W/D7ZEGzXWti6NQSrUMHemOL8UQad2W/ptdonDqX+YSgOZnS5FEcpKS40gTHzTE0t4NJbBK0JRuG3EsxPOV0dAMrCIpMrcVvW4H15eOc8pxUlsFdvm9lchE9k+c1wWCXaCZnpseT5s8JjdA+iSuXuIaKb1orbGxsYGnnnoK8/kc85nDYl5CQaGud+O1i8WiZdRgkDkKWHIf1p3L85xlTUYj2Zzr0MkfiTPrNrq1+7TeIt5VVTWVKuTa5PUmLfPSWHY/VcrR2ptrRHqkQbO2NQrftkh3EWUXV5Nyo/KvvIYnWMbIyomUVms52dwk8Eq3jbQ8hVzwUowjY45BGhF0GFBIThCA4IilP+iqTnJFaR+imQ4TdeV4yedJlE+vT3WzhwFhF3Cm85nep6tP6/rSLGLiwLoiVqQEIvtz+vRpzOcLzKcOe7sHmE6nrSJjUnJ40MXfRcuyRUNUyvGJjZ7PO84z03ePz9eaHOA6pIH7PUcCJo9znuctg6z3vpWEuIvL/LtujzRoppZqSZhSucyuHlx+QE4UA4XkJLsWbtdilBXz5M4pz5P6UX6WzJspQViK6/IayqneAEbaz/QabjaW26Cs6ibLKC0eaFEpAQaso4rvyaCZvLP83jU28bdDjDGHidhd908NPPf7SDpI54P/SjGdznWwdr3BMLVOM1CdPHECo9ENDIdDnDp1Cm+88UYrnJClmRQ0Uy79QZr39H5c1E3SgQQeblHy0UfnvVY2R/4rGI6u9cLPS1U/h/mp8pgy8yGZFtN6+t9te6RB0+gGFLsWGf9W13UrSUDauqyuqQhRFEULHGW2FsntKKVaYAy0daRKta3bUmSXQN4CCBgAzYLt2s1TTlo+W2kFI7hMG9UGVOuH3z19D4fDgXIdaHo0+lMJYlKlkQL8YZvVUZ+7DoCOwn3yguySOiQnxKoXpSiKZWt7C08+9RRee+0Kbtwg8FRKYX9/P25wkk5SrvV+bd05cpOdzWYr92sl8FXNNQ8C0nLzqGGh0AbirjlJGZmuTY/7KWlCcscPs6G8le2RBs3a1uDYUuba1i0qCYzsqNty63FN+jgWx2XtIGBVN5kWp0p33S5rMS82oNn5GZT5XivE5UnhL+99vxb7RQ8gQ5GhOkVaE6uhVLfRhMX3tLJKujGttVJDQZm2z2qqw1oHmuu4lnX/PtIYqKMZXVrvkHCrUucm6UVrg8ceO4d3vetduHXrFq5fvw6lFHq9XowUkkAp78mclXxm1zusf79uIx4AWAk+D8mhMZOglEKWmRgiC7Qd1iVdyDmXjvfpe3KOUQ7kaLtBfXu2Rxo0nXNQWdu/Ky42rWEyE/5mwZoYkjj49vl8LxYN5G4HrFp9mevjxSTr+XjfztKiNWXRJh9NBW0MIIiQ3YMkIKyIryoDFzcDVpX+HgggyO+uAB8WaRDDddgkXMxKhE4ijwtcU1hhKo6loCkBQYwqhWoyaDoXvVrkeSlnu44bkc+V18i56Wr3W3iH3SOVEni+CDiyJtZbG3iX49Spk3j2uXdiOpvg9q07yPM8FjbrUvvw3y4d+FH6T5uyR1lWLWaBm+RwV+9z/A2kGYOaEmgkffHeAV7B8fm+KTjYxZTw2mALvjEiGq0jGOVQ0fw+r5M6K6lDvh2lPdKgKRctIAAnM/BaoeIM7SEqxhuaNCO4Nim+84SxkYZjx7nOj1IaWjUclNYqROpwurWaipgpDZPnBNBs+VaACvjuvQ/p2gAtxBKE71EPBg+jNHRuYHTW7PhGrwBHi/ML72cUwPSntIH3lPGGDefEaTalU7230NpAKQN4FTkZySWwKCVBs6UKUCoAvInk6LWGB1epDIs4AUluqWEnbYcBScrpy8XK9CLHSi5gXnl8ndQ1y/eTEWTRqGeXGIxynD17Co8//hics9i9t9tK+pJyXGk/083gaM23cnhKvbQLUpLk9h+Ee0u5awVA6QY2eDP0/M3rlvGQ6BGA96ht3YIva11kGoBmnHm98XO1JqnnQRzUFQCvbFRTKDZuahVSNK5muLpfe6RBM+UGJNFZ7+Iga63Jv8x5ZnciMUmXIqlzSw1FAGB0FkGGn8dAxpm6+fo0c5HSgPV1VNCn1mAALZcoViMQoLa5y1QNsU49oAJbnR6Pz9UaMG1usaW2SEBTGje6fEKbRUL5NOU8ee0pZZynDSxdWF3zKu+7rnX9tu78FATb37v7Iq9NwZxpxhiNzc0NnDlzGhcuXMBiscR8vkBZ1q1zJRAc532Ocq6kXQAxZ+rq+Ycjz32f7z3ghRS28lO6gYo+agLUjqfGcU1VYu1zDun3uu6CxSXfnBjFJ/9AQPxIg6ZUGLOYnAULsRNJSxn4rLXw1gHOoSzLFrcpLeEMQDJVnNTDpdytjMbgHV/GoQNo+W9ynySopiI6/6VPQ4zymi6upX2dAhc/S3WJzO151R4nCeQpaPIn7cPKOaDM7ulc+cBpupQTeQAO6EFaClptQ163oz63tL8SQDkxstYa29vbOHPmDMqyAvwN7O/vRzqSIN3FRT9M43vGJC3H1OEe/UHrQd/7Nkfb2qBwuC5aKaJPyXwcVw/9rWqPNGjK3bUoCuR5TpbpIiNxPJzHuiOAwAteIS9ycElV5v4Y/GRGl1bssPDj6xL9+FmyRU7WW9SOxA5pPZfgI305uX42uUdlUayVjvGpeJ6Ku5JIU64WCKCBthjcIlSPlfuvcA9d+kB4cBlZeX0EjWTd3I+7e5jWpS+U4NWApo7A2a1Ta1rqXqaUQa9XwFqL/f09HBzsQ2uN8XjcyiIkaeYoXOfx2moOAerbmws+XojR6/rAzwVWpcFUZ9uoS9rqsm/n9kiDJnN0RVGg1+uh16P8mqbIwAx+W2+FqICR0RIMRPydQY3dlKJYqhqRXjqyr3OlkHHLvNNyerE0I5J0O0oJSym0/B7XAZj8rQGEBtClMUMpFRTk4nsigkpOc8U4lXw/zIAhz3HeUzVQ1f1c2d4M0JT34vtJ8OQxA5p+SIBPAbRr0QNAr9fDxsYG+v0+er0ebly/ifl8HiUgeT8JanJ8HqYZIxNju2g9N8bcNwXd8dohrl6+OSf9bR3MWmvjepCBIt8q6eNB2iMNmoN+H/1+P6bsyvMcJjMweQ6dcIWRaL2DC4CXAgznTGyIr0nWwfpFW7cT08qF1Yhrja4vcpRKwQTikNdIkGRw452Wn8n3TkXxlHPk40A7gTEflwAPpaChACmOC/BSul3m4H5W7cY4FhTra+J9SaWkVkDz76K1x04Au9xkO9qqEQkoil7IgLSJPM8xGo9hrcdisVgZXwmgb5V6QnJ4h6kd/i6bVGt1VSD4dm3HUqz8/M///IpO59lnn42/LxYLfOQjH8HJkycxHo/xgQ98ADdu3Gjd4/Lly3jxxRcxHA5x5swZ/MzP/MwDs+NZEMd7ATx7/T6KotfSuTFxWuuCyFtH524AgGritnu9XivRKoDIxWqtWhZ2mvC2lZat8FRHhj5lWaKsSkCplsgvDVBAcF3x7UTGSgV9qXBxkqJ0+h1oGxzoer9i7JIcVarH7ALHdfo8eb7U0Xbdd93n76ql79/1TuuaBKTG6KcxHA5x4sQJZFmG/f19VHVFEkVSZpfn+T5agIdqHB/O/TzexYd8HuoG8mvDbdP4NTr9b2fABB6A03zhhRfwR3/0R80NRHbwn/7pn8bv/d7v4VOf+hS2trbwkz/5k/iRH/kR/Pmf/zkAYrtffPFFnDt3Dp/5zGdw7do1fPCDH0Se5/jlX/7lY3de5wWyXh86y+C1CQ7VVH2PLM6eOEPLCQw8rPPQ2lHhKW+hvUbRK5BnpDe0ARg9PLQBsowq1Vd1TS4TnlxnHCzpd8R/oKIU8AoiCqfx53Q2cJEqWOKViSV8AYW6Cj5rIS8ncbIN08aLlP8NoGWwksf5NwZhJsQooiOI8h1BAZQ6zsAJK2mXHlOCqvxN8d8OblIrwLmmImYXiMq/h4myxxVz7wfYUiI5rKUconM1lAIGwx7OP34Gz9y7iN29u3j9yhXkBVA7C5N5GKtow1ZvPiiwFEFqJqokepzkIOJGYIMzSSTt+b0/l7VuJ1BQQvLxijIxaW0AhbBmXWQ27qdXPk5TUaWgGsWBb9yljtuODZpZluHcuXMrx/f29vDJT34Sv/3bv43v+77vAwD81m/9Fp577jl87nOfw/ve9z784R/+IV566SX80R/9Ec6ePYv3vOc9+MVf/EX87M/+LH7+538eRVEcqy/D0QZ6gxGsdShrB68stG7Y+7oKQGkBZ4MPGRRqb+FC3QrtNVzpsKwD1+BZpCYdp3Vs+SRiJxqk6pLOhhRwnrbPLCuiDos5wEb0IE7SmMZVh7mNpixt4FotgbK05Evil5EWqagPtLlf/t4ifMlhCW61bQFvFksXR9s2orQ5BBqiozlpp3rLtK/pol+rT3uAtu456XjLsUwTvdAccmQYMBj0MBoPcPLkFubzA1x74zqUcsgyjbpmY5MCjIHWbx548mbHTEwtEl4c+16tD/ndyucceuGa5yl4aN4sgwsQ0RhXBSW6ZsPsm9X4Gd1wr9b7Kh3Sju338LWvfQ3nz5/H29/+dvzYj/0YLl++DAD4whe+gKqq8P3f//3x3GeffRZPPvkkPvvZzwIAPvvZz+Jd73oXzp49G895//vfj/39fXz5y19e+0yu+Cc/ALC5uYWNjU2MRiNkWVMJEKC5I5G5Mdo4F0DPK8ocpDIoaFhLQEV5K3UYFg3nEK/xXoVPAxYs1pO1PY+RByzisaFKJgjJhV6TDUpSpyndo1LdjhTtWQ2QRjClxgZWIUjRkz9SjSFbNEwJsEx1ww/8cWl8xmo7Ksf3rRL3u/ScXUCvFBn6nnzySVy4cIE8OgoKma2qqjX/WdZONP2wTc6tMRp1KMUBdJd7Oda9xedYJx9yIaucjDHIsxx5TuI50/O3czsWp/m93/u9+E//6T/hne98J65du4aPf/zj+Kf/9J/iS1/6Eq5fv46iKLC9vd265uzZs7h+/ToA4Pr16y3A5N/5t3XtV37lV/Dxj3985Xiv18d4vEGcZlnC2hpKaVhbY7ksUZZ1qCPk4Rz7kVH2HhZ9idAz5HkBow3yzECBlfTEGXgPWFvDOR+SZziALc8AAA+tKMLB6zZwpguagQ9AyzcTaDJws7id6jFlTK4EFakrTZ+V+nLGa8O/pe6Xf4vip28n601bFxcchoP/134mn6vWW8aPwhlJ9cBhXOlR73O/lm4s/B48N6m43u/38dxzz+HOnTvY29vHbDbHAiXguSKlb82zbA8K/BI0ldKobf3A90rbus3iYRuDJm0itLlIJuLbtR0LNH/oh34o/vvd7343vvd7vxdPPfUU/ut//a8YDAZveue4fexjH8NHP/rR+H1/fx8XLlxAnvXRK4aBK2oq8tV1DaOXcNbD1h5GW1jtoGCgVImyXMJaabnLWqWAGQpJ2pDWcg94AuKUOwQaFyhpCWRi5saLS3KGKbilqd4aMXC1ppEUraUOkzldrdvAHBdX1Me1kylIsGcPAfmeXRxWlyXYi+8tP1Cs8e1MRH3Z5DH5nC7wPGzBHfYbSRSrYZPSbzN9TzkHTXSQwWAwgPce58+fxze/+U3s7x9guSixXIZ0bcEtaN1G9CCNn019JZ3m/d55XZM9SK9fN0dHvjfrSHUTp87JapRqUsMBbSbhgZSPb1F7KJej7e1tvOMd78DXv/51/MAP/ADKssTu7m6L27xx40bUgZ47dw5/8Rd/0boHW9e79KTc2AdzpfNZjjwvwsTKEgwm6A4zDAYjLJdLVFUV/i6R5UBdVXCeF0AQ0Z2DK8uWPs97BVsTh1nkBtZ6eN9ONUc6Hxkh0uiWUl2gBB4JgvSs9oLlxBD8rJSAU7Djv7yA8xj/3rRUfEfyzFYOUteoCPi9pEgp+yRBT4FCPztBxwejmejvYQv7OJzkm8mhyM2tq4/r1Ac8hr1eDxcvXsStW7ext3eA2XSOuvaoa9sKuniz+xu+oe5Q7xzxTiuqvjed82sUjeH74cY7fJtxng8VyzWZTPDKK6/gsccew3vf+17keY4//uM/jr+//PLLuHz5Mi5dugQAuHTpEr74xS/i5s2b8ZxPf/rT2NzcxPPPP3/s55NI6oTOkkGI4raHwxG2trawvb2D7e1t7Ozs4MSJEzh96gxOnDiJ8WgDeVYAPvhfMnCy7hOKLNyaPjSBzfOZm8uzIiT3aMBQZp6Whpou7ks6n0uAkU70Us8jOSLpApX+5r2POl3+yHrv1lpY8Rvrk+i6Vdep5XKJsixXflv5CD2rdK9qoqPW6zxT39quOU/dp46i/zxOS3XAXTrfdc+W12xtbeH555/HhQsX0Ov1UAT9Jm/yXe5Yb1a/67o6NIfsUdth7/oPtR2L0/zX//pf44d/+Ifx1FNP4Y033sC/+Tf/BsYY/OiP/ii2trbwEz/xE/joRz+KEydOYHNzEz/1Uz+FS5cu4X3vex8A4Ad/8Afx/PPP48d//Mfxa7/2a7h+/Tp+7ud+Dh/5yEc6Ocn7tap2WCyqkNo/iLiiPrgxgHceSmXIsgJ5XsM5C48SdV2hqmrUdYVyWWI2n2G5XMJVJbkjxSgKcoi3tYW1DvBBBPKk4fZBV6pBRgAtOBRbW2R5Fo+tWxxSFG6IvobkRJXgZEknFoDUs2iWBY6I3DqMofPS4llZnoXrPXzIVq61Ju4wXmvCtQyirB+lfmql4cJ3rXW8t9JsedfIDIJ/YlAFBI7Bew/oJsQ1irg8JquscfJVgEDQnUZr/X3A4XDwONxK33mF4NC7+lgUBc6cOYOLFy/i6tWruHr1OthRUWkE75xuQA69uN8rtforQbiubbNxw4tCeuRok4LfYe/bOlcYWxVduMoJrrlXWDIx6xGfpvnG4nnH1k8f6+yHa8cCzddffx0/+qM/ijt37uD06dP4J//kn+Bzn/scTp8+DQD49V//dWit8YEPfADL5RLvf//78Ru/8RvxemMMfvd3fxcf/vCHcenSJYxGI3zoQx/CL/zCLzxQ520N1BWLTxqAgbO0aJWM2nCUjDczmryOUECjRm5ocqqiQmZmmOAAJSYolzMgRhRZAhdH+ig46cANaOUAbwkQLLmSKB+4RwNk2sDoJk1aKpozV8egyVxnWZbgMLjM5AAU4DgVnUcVuGIYBaVMMHg13C055Hs4q6LhIcwCMqNga0AbwHrAKSJgD6AqLZauJlVGvYyx0zJ6g8dVhp+ylwCfWxQFBoMBlT4Wuj+lFM2HMVG/yaGwrNNaaz31Hpp9CBH0Y0DQEfrGPLdmY0qNYnJhOrcKzum16zhjmaCY35/VEkWR421vewrXrl3FYj6H0RoHBxMsFkvKjJ+8qlR3HIdDlLpwAC1jonceYK3KMZnOdLy8d/A20DEDZkvUXn8vn57mPLTzyLRBSJfdklDatgCsR8bDfnsL2rFA83d+53cO/b3f7+MTn/gEPvGJT6w956mnnsLv//7vH+ex922p8YRb2+WC85B7eK+iHybg0ev1kWU5tDaY7NeoKzIUsYWcCFn+m3wrG86x6YtcTFrrxnUIxHlxjk4+l4GO/7L+jHWaxhgYpSPnx/fm0rAmM8jQAK8MxaR7Gdi6SXhMEU59ZAHglK1RBxG61+sF4CpRVSUWyyUWiwVMAIzaWtLVeuLvYskOS3o6rch529Y1+oMBRqMyShAMukVRIMsL6CxDZkzkPHQQVz0pQ9sTzJwsmr/88cKAwwmW14FmyukflZtZJzpLvWd6nP9qrXHixAlcvHgRly+/jv2DKfr9QVCbWDi/KgI3917PAXbpt6W7WpceUAXk+XYRsGMKxvDxzmG5XHZ4FfB4dt/He3//zWDd7w8wGI907HnaUuJLjSThLLAImuobB4MBlN9CXZWYzWyMUqjrEHoZsJOPxZo7ARib7O2NRZyfr41BFnzRmLilCM59WS3FynpB1wJXEslNzHjNmZ44QIC5Pq1ycFkL5ugGgwHVPIJHHRyKJeD2ej2Mx+PQN1q8i8US3rtwfxWT3xKYV8EhWcXcolVVYX9vgiybQymNsiSOdTweo9fvIc+LkBhFw0DDZyEpCstwcrrkeBwy3867Q0ETyW9tbvLw0MnDQJPnTIIybxJaawyHA1y8eBG7u3uwtcfrr78RvDXIOwNuteDYcfWQUk9urf02gsbuxv2NH2PgPMXq/79Zjt7CJomry/m4SxxLd3SZodsYg/F4jLoqsVgsYMsygIAljsgTNxV386QfXTWDGledRhRn0U3qLGXGJI6KiFxjSRxev9+PGZiYE9VGtzLayOzdVI2SwNR7H2twj0ajICa7lfECCHDZIEZ9YYOCBpcSltZ0ufnwOC+XS8xmMwC0IS2XBQ4ODjCZTFFVNfJ8GR2966qGszZy4TIrkAwB5elNdV5t4FyfqzKlj6MCkzyP5zV1sZL3l8eyzEAp8jS5ePEiJgczLBYlrl69Sm5vMQSXJd0HMwq1rfw+utRJ5iG+/0PYm3yQMroZkuO3JvSzMUC+6camQ2X747dHGjTTxBxAQxipqwz/FvWcgphkLs0iJ4f53Xu72C8PCAhDlIU0vMhPGg8u/cuiBVNTzSIWuVOOOBW9nXMYDAbo9/twhUeRc+IQ3eQNNQYeHvPFgoxYgQOWRaoUGl0ih6lNp1P0+30qsmYa7mS5XEYxncaLDAoMmHR/B62JQyKPAg4XTcte6Oj/yv3Z3JxiPp+jrpZw1mJpLUqlsFwssFwsiAvt9aDQhJ8CiLpPkhGa76355nlFow+834Ju+Y92rCkJNukGnXo/pJtxcz31ut/v49SpUzhx4gTOnDmNyWSC27fvxGtp02qukzTd1dJ3a/vbqqieWW0ecSAfqDUXPyxgthgXtwryb2Zbr+Y4/rMeadBki3KX9VIuqrY/ZHvCGWi8Jydb7zyMzjAcjrC7t4u6rgAHeK0o1NJ31ziPfeogdh+U5bpuuDOpC2POjeulsMjf7/cxHo9Dcg8dRV/mcvv9fovjY9G8DBxylmXITN4an+l0itlshn6/j6zI4RUt6Lqusbe3F7lgyvjUQ55RPsbaWsADWmcUvllVcBawNb1rzVFO0Tjk4X3I4O7Jgj4eb2FjvIW6mqMuS1Q11VSqrYWtahzs7WOeZRj0+9jY2IDKsmZxe0/VCcSQtzYv+AisqW6wNQ/i35I75kiarpbSVxoFxJxSmiowPAlKkWfFzs4Onn76Gdy6dRf37u1isVhiOpm3Nm9+3nH1rmlYbPR8CCD5VoHRwzQpXfEGmUa1fTu2Rxo0nXctri7lJOUxgIlfFMQKfovS6mgdcVDb2zuo6wo3bl7HdDqBL5dBNmkibmRjkRRolzONYnjk6ug5Jvyb4pFZ1zhEr1cgz3Isl8sQk1tQnC6aRVHXNWazGRbzBZTRWJZl8BfNSXea5VCgapLOeyjnsFgsMJlMgo5tiOVyicl0imLQR1mSm1WWZRgMBtBao6pqKJ/Bg7jNcrlEFVLrIYjBSunIuPAYVCHDTpbnGPR7gbulBAyDwYBKwHoLoxSKvIkEcc6hCu5ft27dwu7uLs6dOxejaxgQ17noyHMkB9+1gXVxcgSYbaBdrxdvi9GSW+T5bp4BsLhsjMHm5gYuXHgibF5zlMsm+iXVaR5HTE1Bk7N1sdHurWxecp/3OVOeESU+rtKK9sbxpvbxTRT5H2nQPMzoIw0rUuEsdzEpVjHBa+dgtEK/18NoNMKg18P+3j14b6GNjkkspGjOjuFlWYHKPJDlnUXaqirhvUKe96EDZ9cfkF4RHjBKw7gMbungALgS8BVQuhqVqShruzbY2tqCUgplWeLg4AB5nmM6nWE+rZDnCto5ZJlC0esDKhAfgMnBBEYbjAYjmMxgPKIyDIM+Afm9e7vw3mFn5wR6hvSM08kM88Uc21vbKFQG7RTK2R7qGhgOB7QYlxauamrTUKBBhdJZ5IMCejgEAFRlCaM1XF1jUZYw3iNXOZShMgeR68886ryCt8QR3751F5tbWxiMhoBSUDr4c3pLG2bIMtWyrifGGNlSDkYC3zo6Sv+dXid1wetCPIOgAa0pfdz2zga2d8Y4e+4U5rMFptNZy09X0vZRm3MulmlRirwYSMKBTIj2QE3qlSkEV1OWL+ejfpPG/rC7eChvAeUAH4ynUKi9h84L2A7JLY67AuAeAvT8Ydb14+sqHmnQlAQuCTuNsJHASeethpdZa1FXFTKF4Ajsgz5QIcsMsqzAcrlo+ZExxyqLtC2XZOBgvST/1SrHcLCJnZ2dCDIsUmutCaxDxhdXOzjtkGc56tJitpiiN+hjNBojy7JgSCnQ7/dhLTDob6AsK0wms6hm4IS4k8keFCg6BWjnPwWA2XyOxXweXIsMNsZjTA4mWCxKGJXj5o2byLKMIlpyqoNTLkso51Et6b17vR6KUY66doD16BVFKBlMY5wFLoINUZknP1qjTXS69t5DwyM3BXa2d1AUPSzLJQ4mE8zLEptbmzQ2rob3ronflgYoqBXx/EFbKs7+/9v78yDLkrM8GH8y8yx3v7equrqre7qnp2fTaJBGEiM0GoQ/wtYYAcIGTGBE6IfHQEAgJAyIsEEYLJAdCGOHzfLJ4sPGwg4bK4yNZAyIQBvC4FHPaBZp9qVn6bW6q7uWu5418/dH5psnz6lb1V29TZVUr1TTVfeee26ePCfffJfnfd6NFKfrddBn6J672FZymX3fw8LCXpw9ewbnzp3DzMyMTbhdidBYaLOgeeHs6rK2M8asjilZsBYPtgkCAbrSTjEJpRiYEJqaUAgQnM+F3tk5v9qJoSuUHa80p5nxVUugapHSa1XLQCpNUixsQF7XsWtqN1ZSlgBsPTvFD+M4RRRFGrpkzkug71rYRLPZtMkcsk61EkwRcI4wDFGv163b0mw2AQBBLUSuFM6dO2fr0Wu1GqIowszMDGphE+fPn8fq6iqiKEKtVkOz2dRKOAjQ4i0wxjCZTGz8kjLx3Ch+6pq4trYGxhjm5maRZwwryyvwPA+dTge1Ws02e0Mucf7cEgaDASaTid080jRFvdmAkKLIiDMDWlc66J+r3FRxlZUK5xwKgM85Wi0PfpogSmIMhiPEcYpWp4VGPYC1DlRBPKIAKJlbC4tiZRsnAMrPgxvv3uhZc8W1vmjshFygZ8uNc9I1UmuWgwcPYmnpAoaDBIPBEEEQWKq/y5EqTlM6Sn/DYoFXU5wNRxhEBiUqt+V4HdnZShPlgHk1eO7GFt0fIZitn6bPWYaYLHWyowzC0wqSstOUiCElUQ5cFwun0+mUegtxZrpKOtZIaYFBtwtJkgTj8bjk8vlhCMVgITzUvKvZbIJzZhVep9OxlmYYhhiPR8hlhkajYRcjXSsdI4zlGUURxuMxlpaWcPjwYdRqNZw/t4Jut2vONbaLP0kS9Fe0gqbrpY1iPB4D4zFC1BBNIosd1UqDgynYCik3jlfApTgyw67vCYVaKOD5IaI41n3EWcER6t5rAMiZBrhX44HTLC06ZiOlOs2Nd0VVlJL7zBFky0VDALDVUaQ4u90uoDQlImFoL0Vprs/QV5NHspSN3q7irk0a61cdNdx2E6nk1IzjRnEh/bdElql1lPpSSmRpCiZzKKkKouAsMxaUwW4aJel2oySrJgzrtkcMueFkVaaJtKztcRyDc64z2J6HVquFPI6xurpqx9Nut+H7vnmIJJI0s+WK9Xod7XZbX0OuMB6PwLlm1qGMOwBkWV6ykDnniKLIhg8AgJvkQaPR0LGwPDfKOzWxuAIOVa/XkaYphsMhGGPYs2cP0jRFp9MBAJuVb7Va4IFAv7+GLM3gCa0k4yyD8Dx4tbpNXND8kbLw/MAoV90uBJxDcB9+ECDJNGcqhb6oPFQpzX0Kj4GJoqBgIy9jenJnPT9A9Xj3OaLPVxON9FNgXaVFaNBGSJhb6mC5srKKlZUVKKXLX13FeTGrqxoioGtxe4df7aTK1ZFi3VjDgnO7praz7Gil6U7wZg+GG18CNNkFCT1YeW5cuzRD4HGMx5rAYxJFGI1GOjNsFE2WZVbxubhLYiUiV8ulh/N9AcYExmMd9K/VavZcZJEQ3IjGWq/XdT14loEJgclkYpWs53lYXV3F7Owc6nVNqpGmqW0OlySJxU6Ox6m1bGnO0jRFs9mEMmMgS8cNWYRhYBckXed4PEae56iHobWMJpOJ3UxarRYazQaieIJGra5hTIBNmAVBAA+sdE7XYsuzXHMtKh2j1N6EjoF6QpfAMkZKkKwpk6WWAHihJN0ChI0WIhUFXEzWb77TYU0kVdB2nufmnghrbXY6HbTbbQs1cw2AarHGVoWaB24Uwtpu4iZud93zayjSTPBGFSCu0E0BdHLHzYDTA+oJoV0bpbPfaZpiOBggSRL4vm/jLVmWWSuh0WhYWEyWFQ8qBfZtRlQJQ36co9PplMod8yyDVAqNRgNhGFoFNxqNEEWRxlI26qUEVxRF1uWNTULGJdcANKwpSVNImdl2Cy4Qn/rI0AKv1WpOC48AHtfljgCsZW2VtlFkZIlqOJGnj8syNIxVGk0m4Iwh8H2NyUxTJEZxkEVG4YIiJmiSLOCGeUmAC0ry6I0vN7hRmRek0EpKMFXAfqpoCXoOyq4skW5sHNOcBltyldo0peSSmdj5NiEhUtSddtuGcTzPw2QyKYVtrkRp0togC26dInJPfXULZi5baG1Vi08K2WyQ1+8CdrTSJOWm4T0AmfxurAyAcVEdywAMMBlGsjDdjGOSpiClOZnEyHMNF4ESCLwAnWaImZkZrTx8D4ILRHGEST7RJZee7igpmMkga4pqCMbRaNQQ+gFkpgHjk+EIrWYLvq8B4Ywx1Gt1SKWwsryMtf4a/DCEbxJIZIVEUQQAWFtbRZoVdd+e78PzfSgldVLL8yCYBxg+UN/z7Zj1dGhQt5LSkC0DkgOSK0gUQH4iUtAWaGhiZhzNdsvEI31kWQrBdLacMWAyGYBzgVqtjka9AZnrnk2e52M4GCJOYt1Hx/fRbGqspC4rzMGIzINryxIMhjiEa6A7Z2ASyGQKmemNTspcz7VnAN1cQXBuXHamP8dYmSVJPz4mFEFvmMPdhej+WlGWGyllqi8HMXBJhiSOtUcjGTw/RK1ex8zMDPr9PobDYSlkUY1JbhQmoGPdLL5+JtbHfvWxJi5curYKCrZyTdXro9dcz8TFq15cio2BlDoXfBNw+xVY3lfZ0N7RSpMUpVaW2kWt1nRzXgCMLRI7V8gNvo8pgJvP5WkGwTRPZJ7r2ussk+DMg5JAu9XDXK+HbreLRqNhKnQSKAkI+GiEAiooGq4FvtNdUwH0oCSTSFt3jCEHw2Q8RmaSA1maQwkd92o0mjrLaDLwZIVMJpFdlGmWQ5lePgqKmgibq5VgTOhFynV1jRIeFBOYpCnyJEdg2h5rSzsAZwIMHjjzALCShUrWJs2thNQxUU8AgsEXIYSS2spJc4RBDVAMgR8avk+Bej1EvdbAoD9ENImRZxKswZGlOTKRQwjj2jIgh+EtlQAUA2eAkrrHk2AAFwwZzwEBZGmmSUGEvsccDEoQWoVZPGj5f5pHlEkFxQ3ZB4oCBMBJKq5TjK7ry9YpOkq46UFIqDQFVA6lBJRp2Ke7Aei+WoPBAIPBwCb1gHIbjeKZnw58d7P3OhSQ2rG6BoRSGpjFganKZJp+mRaaqP4OrC8v3UyYc14ilyGDwLXQi4PJQJp+sk2xqBtsAJcrO1ppklDMyI0Fbbbb6QeHlSwJSVRwxmUkxvFarYZGo6FdViEQmqA1uRFpWnBhAih1n3RLHj2hwd8Ez6nVappv0vOsoqfroHiojms2IFEkrtzSszRNLR6ymhCI41jDdwIfuSoUOefkVnMopSt8wlBYEmP6jizj4LywBFxyDrtoaD4By/oEaIXgORhUmi9S9EIINJtNGwOeTCYAYK1OfR6D2YNBQXjCLgzmfK9vKOYmcoI8yW28mjMGoRRywNbqV8V1yJVBMOhHYHo/9ssRLjh8CBNHLrvsrgvPOUe73QbnHIPBwHoSl/w9lVJEXEQ5vNpRTgXY54FCM0CZ+askFxvwdbygrwqlCWyl7Eo/TG7vHfqdc+OmqgKwTvFHzjk8U9WSphqPSTeXFjopNrcxFO2caZJiMtGQIqWUzcTXajWbabVjMNlkUkRBvYYsz2yyYDQaWWUU1upgrGA2otcppqqYrgt3+UYnk4mxTAQ4RMmtI6VGmwZl/93NyMUokrjWvRAcXDGrBKsFBhTDrNfrNj4bRZGN6fm+D+EJ5GYTk0pBmDi0e5epXp/GEuUTROmkBA3zzKakgeX+xk+FVFCGTJpzrslMuMaBXtF6VGUIXJnoQ9h7qszGVqvV7Ma0FcB7OTGFV18rXkyUNlk8z4Mf+Ca2X7To2M6yo5VmNV5DLlE1rulCgxgKhelWbtjsNVPI8tQ+xGEYFnRrFaXhQoCAgi3bzVKTEkpkahl/CATe7/eRpikajYZ1xdxkDbnDmdJNzgDY76SfsFaHlMWY3A3A8z0EtZqpp+doNpslADXnAsxs6lXyENfdJAXuWl1uXT0B/i3eTkrTZoRZpUX3hjL7hJElLOtoNLJ0cmEYotlqgnlFVluaZI/H12e6GdMKutVqgcflihwXcE6Kc9pzQ8qRgZk4pwKRs8BY59XvLCeUpj+jylTBuEkZ97NCCOvJULEEXU/V6qoaBtOsYe0ZCM3WjgIdci2E1oCLh97iCfQc8CI5ea1qz6+mfNUoTXIj3cyjqzRtbEjplgn0Hj2YpIQ4U0izpKT0qg8DvUfVPVTJQMrItX6KjGBhCTSbTZvMSZLExqNoLKSshRDavfN9qKyABlGmWltaIbK8CFHQ2IIgAOP6IRQOLIqsGSklIJVhqId196WU1kKkhezyhLqhhGrygf7NcwmhigXrKmIAmJiyTapMIvgVJZwYY6jLOjzm2XiUy9Yz7RkAM4QgoYZFETkJbSKkPMl6r7aoMP1E9cZoXzaxYa4AoS5LMWiFVi60oPgwUIQB6NrdwobNKpqmKdASv6m6Pkpzs6TYplKGyFoFTErz0hNK1192tNJ0xVWSrjVYXsw5ZJ4DubSLycUoCsERRxMbkCdlapWulOCqXH5JN5YsAlKG1ZI4bvgllVIYjUb2ewlw7rrDFOOhZJLnechkXrqugi3eAzc93+l87uLhvofEhBOUUpaAeDQawWPcKv4i21uEL2zdvFF6blKC5tl152mBSikhWFHR5G5o1gp2ykHJqqLNQt8381lAK07JwDgDZHF/3aQLie5CqpN0k8nEwrDINa9ie+09ZDrRBE1WX362pE4cVnlTC9mk/BLM4mXdzaeaaSbAe+Rwo24Fr0ggcd/XDFkXi2luR6H1uN1lRyvNaVk9d1G7LjpZfFmaQWWmda1p2aBdSIXJJEI0GWM4HCGamN44UuP/UsMu7gsDyvaK/uDFd0Nn3Q2hb2Tq0rWy1iw0pBSqMUigiNFRSeJkMkGSJAgbGuTOGYPMcw0A92A5NrM4AzcWJFC49QCgpIY2kTtMizeKIjRrdVvi6Fq8OmmRWkXskjiTNUDxQvquMuxGQmlKIqvcfUP/JSBsnDJJU6RZauYqQqPesIqfc6YZ3ZXUrrFRbMoJX7iKEwY+pKTSTFJhCEnVTXECT+jYGSl/N9nGGFvnfleFkmTkCbgWJ3PinmYoxVzApW0TYKyIL0up55kKHur1um2TvFVwO21gGu8ZldYBvV9aL5slmy/yPe5mte68m1iIysVzOUk98iXc59YdO5n+187uNMiaS5QdrTRdS89d2CSuy0p9a2SeI0+00mScwRMeODiyJEMcRxgOBohHMTzmg0sAEuCKAzmHhI6pCcY1wxWdX+YAGKQEslQhihJkWQ7BA0DlSOKJrSZijJVKFsm69DwPzWbTKj5SWDoJRddmYj5ZDsEFglCTEyd5DE9w5KlOHOgGZzm4EPDDEOBF3T0psWaziZofrINjuJYsKQc3kQHA9kF3LUiKXeqLBDJPImMKkktISOTQDxv3OSRnkDkDDzysDgcYDgYQrLC+sixDNNHZY6mkzbQrZSpdlAIM23fZlVWAlPDAILwQIgQ8CSRJitScT3jChl1ojul7lAEhlTCdTEPWVO5m1A1sxx6aG9wnM+1oGRQziFPFIXNASgZP+JBCIU0yZJlCnilLCk1wMimlLZ+dlrl3n2/XJa5awWmW2merul4YL0BpU9cV2NTvLua5+F7Xo9vcpWZ6I7XfAEAq+IIjEAKClblIiwo+6Huh8WDXQMia/xpRmsJppeCKC82xFqb5UcYSlFIi8AITX9JKdTAYYDIaQua5BkVDP4yeEPC4gFQ5mABymVuFB5AlwZGmOeJYs9Ykie7ESI3IAGYtTffhoNeobpwy9URgQdacVvraYlVS14ELw8CUycLSpS6Z2hrWVmLq0G2RJed5HgS4VQ4uZZy727sPL7nQtVrNWhi0MPM8ty5wlmfIM2mJZRWANM8KF1fCWo+EQqjXNYpgPB5jdXXVQr2klBoeJjWgHawMinYzzxrjSTFOhtAwLDGMMY4myJlCaNju3QSgOVxfk6MsNkpCy9ywNFklqq+F0Ymcz2k8IixOl/osMRTWWpIkWFtbK5HIuPSCrlSTWCSuy6+f/wLNUMZPkvXmjtKRKbrj6sUWyzNKSSBaa0oWXRSuWzzzMr5mRytNzsqZXhI3zkhKkyxNlUvItMB0khVKiQnf95GYuGTo+RZOFKcpRpMhmGDwfQ9xHJfqzwGGLC96ftOCHo/HFpcYBJ79PgAWq9lsNq0yc112OpasPoo/ApqkdzQawQtCNFtdMM4wHk/geboCJwh8hLUackgoRoDngnZLCAGfC/jcL1kM5H5Sssq1Yig+aK0zZ0G7lRw6EQGoiqtF8Sqf++Ae19VLJrbJjAIdDofwPA/dbhdSStvPKEkSvUkGvu1zTnOxUcmkC/bO8hzjNIFCZHsgVcsLLQB+AyvLvRb3OD2MskW3kdB80ny78V16VuI4XvdMX0xcpWk3dLb+GreTuDFxxjRx8i413DUW2xem8oC5fxdgbcNKlBeKQCllqdgoOcOUhDCxRV/ohzkaT5AmCWAaik0mk5IbQUmfNNfAbnpo6QHQrmCGJNEuYqPRsE3EWq2WhRyRuPFOd4EKIUrYRikl1lbXsNofW5ez3W5DKR3TSrMcQT20SSUaV5ZlOlmlGAIvKEFx6IF1iUgA2PeTJClxiFImmBAEnOsGcsyZ+yo+USllqcs451hdXcXZ0QTtlub9nJmZQaPRwOLiIkajEer1urbcazVwX9hmbwTWt0qTMzC23jIjxEE0LohW6HNliAubOvckdA3rFevmFSdVJeoqOCKtbrfbWFtbK23GVUNgMyXqjoc2PzdW7hyJi7mil2p8ud95sY2mKm7ClnNu1/Iuy9E1FjfbNk1pui6kxRoqgEtNs0+ZbKpIsYsZutJEeB48LkyxHcAEkGSxtcYAYG1tzSrRXGoSXVqMtGCTJIHncXS7baskCZtH4HHONT0bXZc7foIfkSVGCpPgOo1WVyexoggMmh0pTVJdeQZtIdJuTnCl8XisLW4KQ7JyRZFribvAdXcxu5apq3D168omoACUrG9ussmeqVLyPA8RChYpl6eUSJqV0iEJPwwQJbEdJ42PrHHwsgVK51AA6oaAmQhXXGyqrkAqni2XGNlVWNMgR1WF5VrBrgaahu7IDPUgoSnG43FhrcsySfbFxFVaUkpwxkvK04wCmypOpj24iylAVyFXlefFPucmaek1adYdsL3hRsAOV5rE/g1Mv1lutpdcdY6CvGM8HmMwGACAbh3LmO6QyDnSJEHMOMIgAMzxeVrEz+I4xnA4tEozSRKkOQAUWcw8zy0bUrfbxt69e9Dr9azVRgkVUpJk8dHvZIm6yQ6yKDnnmJmZQZLmYLwG368hCHRNOxQHYwK+F5QUimsVep6nSzCzgrbMjaVWg/EUzyRoiwXeG7o3V7lIM35allS/TueUTPf34dAg7pleD3mcQOYS3W4X+/bts3NIcU1SOG6CpIqOyHPo2nuz6NwkGxcCKdNjo1BNuUJo/abrJj02S3ZcavaY7iEJWee5QVu43+luQpcqRVgns5b8pYzp1RLynoQoSmR3guxopekmVNyHwrUu0zR1OvPpsrwsy9Dv921lCsU9AehsXhAgmkyQpgkglQ38j6MRwLXSIiwmEQn3+32MI/0Zz/NRr2s4T6fTwd6982i1mpZejpQfKRNqTeFaIOPxuNRAjSwyN/aprSgfuSLXvYEsK8iDPd9HhtRuGsxc+2Qy0cqRcTBZZrGn73GtSFKiVNZHypPcfVrw9FnGNAeoGxZwrS+qVqF7GIY1hLUaRoOhvb4kSVCv1y0QXlvbXEOVnJ5MbiWSlBJg1XijQQ4AqIs6hCdstjpNdSM8TeqiSThc15meI9fam2bxURJuK+KC3KMomoqF3er5CixsXtrw1lubr6Y4BQW84FR91XSmqvx7CbKjlSa5WlWXSUmlmYySDDLNkSU50jhBkqQYj4ZYu3AeWZah1WwhDHww5uuueoCm8VAZhGDgnm+UW4I0SRGnsY69mFrpNE11y1wh0Gy3oYTAxCyAuT1z2DM3hz179uikitn9pZS2V0+73cZkMrGM51R3TFYcJUJoUbXbbbTbbWsVM8YAlWM8GqLX6yHLJbI0geA+amEAIAWRT5CCpo0iyzJEuWZ6ojillLnFbWZZrqntDASmZjYBSVlyVmAwI1PFwziHHwT6+c8VwDQ1XSB8QDKdrTdiEzRZBiF0aCKJYvt6nufo9/u2Tn5ubg6NRhNJliKTZcuMEjsKCjDJQZBrzYXJaGt+ztD3IAOGLBlqkhYGSGbqzhngCYB5zMF95prb2Cn1q7rOrj2o7wmDzPXXaoWaQaocudQehSarUAhDjZwYDofrnuOLQ3jKUnX7p+kA6w5fpKhpK/HJzazudceqDJoPVVdJZVJCcW5QCHpDvNwk0OXHQSmj/zUCOcrzAlrkxgCRAzKTyJIMWaJhRvFEt5MYDfuoBwK1wEM0GWLQT9eRJlAChOKRVE1DFhm5FYxzw7k50STCzQbm9u5BrVZDr9fTpL6eQJonULlElhRZc+rRo68jt1Yo1aMnSWITSYwx2xCN3HabyfZ9+AEHEwpZEkH4DJmMEQiBLM+RK26TRy4MS0ppgdRu4oqNTUaTc/jch5IKw9EIWF1Fr9dDGIZIjNKlRToajSzKgGK90Tiy5MT6OGZ4Lw0tH6A3sjjWoRDDSs85x3A4tLFmpRQOHTqEXq8HaSBLpCyVUnZD8X0fnDHTkZIZijf6MfE2ZdpNiACeCBBnMVJJjfJM/BtS61goKKGxnwStdhUmYBQGM0RrVmFpZUncqFLm0K2Ni/p9AJrfAMo2rFtbW7PPlhuT3YoUyk6VqxS3aGVeqtLc0nmVAlPaNFHMmicaqsU5wDmyLF9XKHHtZSNg2cayw5VmXlq89FAzqcHJFDMaj8dYW1vD2toaZJ5CJkUGmRQYuXnkqhfM6MxaatTqAUCJNKPdbqPZbKIz24PvlEBmWWarPZgCkEuEYWjdWCEEOp2OVVzElJRlGWZnZ9HtdjEYDDAajSzDNylsUnrcE1BQWF1bBQDMzs5qgHQQAGmKPCv6ztA1eZ6HCxcuYHV11SZfKFxAbronPDDFEEdasfqBjxvVjZowOfChcmmPJ0uZLE/Ouc2wNxoNe61FRtq46blEnmUYRBFOHD+BLE3RbrdtsorCElmWYXV1Fe1OG2lWViwUSqAqoqrYpBWKhANl06WUtlmdJbllzFqIMP2I9HfxdefVSpNDsRyMoTQuELWdKsJIbqKM5qpe1z2VTp8+bQsGLsfaovsKaIW9vfPPsJtMUSnFkKaJXc/XN4P+taQ05XSlqTKlrUtDgDAej219d6PegEwnmEwmCMPQZrKBIkhPx1JsjUruOp2OpTUjhUlYyyAIwAPPLLoCuEznFGCo1TXUKAgCDIdDLC0tmY6S3Fq5QRAYV7RhO0B2u137PRR7tbHU0RCZkmi32/A800eaMcRGEYOJEvnIZDLByZMncfLkSausyap1wdSMMchcu9fNZhMztRl4gQ/mCYzjCPFogvNLSxiNRhBCoNfr6et0MuJuu2K39FGxovqIMYYoijGZjJFn2sqgUlNAk3ucP38ec3NzmEQRMpWjNzNjrX+KC2ZZBp97pYSCG4PU2PJinom0hKx6RqV6khkXkngvGRgvM5S7P2DaeuJivVIlkLlradIc0E8UFaxGhMKg8Ey1XHMzcWOaSqltX3vOUJ4HMJTIYbYz7GhHK81qoNsG7FFgNCeTSYmCrd1qIE90FQLdoCzLSsBtUiYUlGdMNwxrNpu2gqdKOTaJJghQAxPcwkcoe16r1SAz3dpibW3NNl4j95PORd9B+L3xeIxms2kVq1slBOhYZFNJ8Jpuk5vnuW5hazpQShSZbEBvBk888QSOHj2K4XBoY6hJktimbbOzs7bv0czeOdxwww3Yu3cv9u7da62zwWCApfysDSeQciTLv9vt2m6ahDskZcU5h/A9QMFatWA6zCC4du9JebjQJs/zsHj2LOpN3UeJjrHJpQ0WmX2dMSglS8mWIAhsL3eKreoOlxzUtI2s16oFWLiQDJIpCPM1rsdCyIUkSUuE1ERwopQ0ySheYtPayD12X3Pjl/Rs0LmllMgc/JQLcGfWkp6+nq53wog8L6hyk8HtLF8VShOoxH9MFpSqLEajkT223++Dq8y6uRQXo5tFiowspm63ay0BOkccx3bRAhqDWG/UUW82wT2BwWBgFWer1dKKKc1slUu/30e/30e9XrfnJwVCC0tKabtOkgvtWlcEXZKRdi+570GygnpAMmgiXVZsDsePH8fDDz+MkydPWuVLrOYLCwvo9XqYmZnRoYZuF/v2LWDfwoJNPhHuknsCWZJibWXVZrfPnj1rm8L5vm9dbJorUvhCCHhQJbTA3NwcZJJi6dySxZS6FirBrqJogla3XUqmESM7JX9caNCUB8b+SvNIwPk4nkApjtALoFunMBubhFRQKLM9WTgPAAkBIYrvdZEFmiOzsOLdUA+FbizKwyl3rSqwzZRZ1dNyN3u61ouJRRswdt0y2RQyKcbpvLdNYVLADleaBMKt4vVUJpFECS5cuICVlRUMh0PbMTJKY6TRCNJUtHCTzAFg3bVarYbZ2Vm0TIUKoG+i26qWLEzLysNM50TJbKyPAOlENMsUbDaYXNAoimzGmLgkKSxAcJ0qpydjDP1+X7OdJzHqXsGuznjBbq4YDPlCMf4kSXD48GHceOONOH/+PIQQ2L9/P/bs0QksXe4ZoDczg7n5veh0u7a1L6SuJw9rNXQ6HezZswfD4RCTiabTW11dLVUKUbzW9QgAQCUKKZju6SOVObaLleUVC/YmS7Db7WL//v22PXGz0bTfkaap5f7ULmm5SmydVIDmGrKlQyxxXEOSxOYZosQioNH/JrnEpvcYzyHgeUW8sqw0C6Z/UoxZlmE0GmHQH9hKNFfZX47CcK3NPL94u4vStDhKl1UnalfWyc5WmhWgMGD4EjPtQq6trSKOYwShplvzfQ9JIiCQGyIFZTPXlJWemZmxFpi7+5NCZZxBCG2lNes1+J4PP/ARpwlyptlyxuNxCUKi3W+OJE4QhjV4no/BYIR6vYZ2u4taLcTyyjJWV1cABp0MaWg2eGGUFLcJIIXl5QsYDoe6/K7XhQhCU74pwRXBYgAlgVzl1mVrNpu4/fbbQZjL2bk5HLjhIGZmZrRCajYL13xmBmGtBiggjuJSeZvva8u60+uiNzuDtUEf/miI8VofF1aWEdZr8HwPSarDHLp/u9JEJzKHx3zEUYTJWG8gaZLgzKnTOLu4iHq9jlaziVqjjloYwvM9DMdawQjPg1QahhUEAVZWVsrlngxQhhBTMxEVoRqm34RJLuvGa1Iauj8PnXYLa/0MKs9gkEj6QGYwmIYspFAudIRCDo0zFBkHmAJXRagiSVJMDCnyeDy2HJ+TyQTjyQSra/11cKPLcZPLFpvmId3UwiyiFqCrYTRP10uUKl23tvAvb9O4nrJlpXnq1Cn87M/+LD71qU9hPB7j1ltvxcc+9jG8+c1vBqBv1Ac/+EH8+3//77G6uoq3ve1t+OhHP4rbbrvNnmN5eRk/8RM/gf/9v/83OOf4nu/5HvzGb/wGWq3WlsZCE0vWJsWm4skEyyvnMYnG8HxtSUbxGEmqe/zUghCeJ6wVFASBdb/dDLVSqhTzanfaEGGgySMEZfxSRKOhrTShLDQll4Ig0BjESYZmo4NarY6l80votE0LYBGi052F5Apro752qwWDCDXcJ8tz+Ewhkzmi8dCSIzfbuhzTD0JkqYLK9U/OckSTCFluki9cl3bS2Hq9HrIsw8LCApqdLvywjlqtZss76/UG2u02arUQTGrrTSoiAwZgLDkvCFFrN1HvtBA06wiadfBojFES4eyFJSiuMIrH2krlCmyslY7v+2hwjjwrEAz9fh9nzp1FFEeA0DHPIEvBBEcy6GMwGes2v40GLiwvW2vY7WIIADlBVgIODg7FjTLhmllImdgFJSFkrrtdcuHBEwGyOMAkigzlXNFSWcpc09k5MdQCOpRDeRxeICAhkKSacjBNUkTRBPEkRTScYG1tDWfOnEF/bQ1pliFNEyRpjsFwgpWVFYxGI+u+V1nlN5IqEN5C4YzFOD02qMMNAhXlLKnDpj3ZJa7CKxNizGKM2dg3IRy2azJoS0pzZWUFb3vb2/A3/+bfxKc+9SnMz8/j+eefx8zMjD3m137t1/Cbv/mb+E//6T/hyJEj+MVf/EW84x3vwFNPPWW5It/97nfjzJkz+PSnP400TfGDP/iD+NEf/VH8/u///pYGz82DTJlJIrJYW13F6uoqhsOhVaaE5/M4A8s9cF6z1G0FbyW3rjO5TPp79GuaNUih0WhY15sYdMg6lVLqhFO7bRM6zWZTQ4FShcFggEa9gXpNE86eP38Ba/018ACYmZlFnucYDIaIY10Ro5MsAmmaYXV1zcRZW9odN5byZJKUrGHCTdYbDQzHfSjoOOzi4iLyPEev10Oj0TB9ddpotdvodDrGGteZ7yzNwGSR4S6SCdpU830fDaNgu90uRqMRVldXdX38aIRGXd9rqnaKoqhgJ2cTG/hfXl62bn290YAfBFDQYQwKf/R6PZ08c+AobgKFknZukozEArpLrxbZWa1UGTweWKxsnheUglLq/kxMiMJqdUI2Oi7nGXLoojNpHMeGajBCMkmwvLyM06dOYWlpyZ43lwqTKMOaCbW4iS83tjlNqgrFrWTKc4kq6Kg4z/ZURECBu97OViawRaX5L//lv8ShQ4fwsY99zL525MgR+7tSCr/+67+OX/iFX8B3fud3AgD+83/+z9i3bx8++clP4l3veheefvpp/Nmf/Rkeeugha53+1m/9Fr79278d//pf/2scOHDgkscT1mpI4tgqzDzP7eJdW1uzkB1SaGEYoh6GaNVCq3Dpc8Ph0J6XwOTtdhtAmZ+z3W6hZrLI5NLSdxBYvN1u2zglkW1IKbG0dB5xHFuGo3q9rt3TLEG9pYHwKysryLMc0tMP/2g4xtpaX7ObRxGajRagdIhA5gpLy+exNhhaADthSev1OnKZYxLHGAyHUEph3759tpqo0Wig0eqg1dWMQpRUIcWrlILHGNhGFN9ME/pSMmttbc3GXjOjuOmZoNghtdoYTgaAgi1HJYVBySOYzYAKAGjMk8nEeiNRFDkJosjOa6vVsuWfbjmkLrFcr4QoQ844bCJrOBxaBAWgrUnm6eZqLt6Sc01vFxhFHUcx4lhfz9qaTvYlUYJoHGN5eRnnzp3D8vJykVmXCnEqEUVxqab+clxUN9ZK+NCdJnmebbOSz+myJaX5R3/0R3jHO96B7/3e78UXvvAF3HDDDfjxH/9x/MiP/AgA4KWXXsLi4iLuu+8++5lut4t77rkHDzzwAN71rnfhgQceQK/XswoTAO677z5wznH06FF893d/97rvJdgKSb/fB6DJYF3LYzQaYXFxEWdOnUI01sxFhGekMkWPmxI5VvRcJtfAlkaah4+ym3meWxe22+sBjGEwGNgMOyUiSNlSQoVipWmaYWVlBVJJLCwsgDGG1dVVSwsmPAEv8RFFCRgEPC/EcDDGeBRZTCFnHmphA2maI8simzQ6f+ECYlO1RFnZLMvQ6/WQZikmcYwwDC32kx7KdruNRruDerNjqencqhXf98EMjZ67iPXv+j7Q2EhZERRoZJJDLgzGdafTJNEtKAzBsls2qpRuV0FWI0GcfN9Hq9WyWFVKtBEzEBUqkLjWMd3DaS0tNEQNgNLWc61Ww2AwsKEbZrLJWZ5DOZYkhXU4Ywg8DzLVNf20aZ8/f14XDyQ5okmMtbU1rK6uFoxYeY5cKksn6CpiPZyLK85qdr0gRSmY5KfDpGC/o/r69YwnEoKBmfbMeX55dffXW7akNF988UV89KMfxfvf/378/M//PB566CH8o3/0jxAEAe6//34sLi4CAPbt21f63L59++x7i4uL2Lt3b3kQBh9Ix1Tlwx/+MH75l3953etVfsgLFy7oqh+py9PIEiRcJQDIPANxprnuD1k19NCSEiHXvNFooBbWMDH9ucnSJFeLXEXXsqX66ThOEHo19Lo9dDodxHFsiXXJnRqPI3DBkSQ5okiztM/MdNBoNOF5wpCMDHDmzDnAlN/V6w34foDhaIRz585hZmbGVgrph49pfKVprwHAkh63Wi2EjSb8oA7GizYYQIFJ9JyYMUmR4S1o1+r1uq2KiqIIE0M2QpR7hNekCiGWF43byBugjSfPc3CHmITuswt4JtypC06nUAmNz/2d7md1QRaWnc78kBJWSlmKNgDIldQ9dZx5IAWllEI0iZAmCYajIYbDEU688goWzy5iPJ4gjlMA3PZ1p3uulCFqVqy0IVXHdjFxY6zFfElrGFTvX3EjoRNnjuKcpkSvteiNR49bk82obW9tbklpSinx5je/Gb/yK78CAHjTm96EJ554Ar/927+N+++//5oMEAA+8IEP4P3vf7/9u9/v49ChQyV4B8GLarUaOq0WWo2ysqRFmkNBpjmi0cjW+pK1RC68W4vtUqJxoSsX3NJLcskJ8kELeW1tzVbZaAtLQcocKysrmhHJKIt2u40gDJFKHbOk8ehFo+uwyc2PoggrKyvGYlRYXl7G0EBWyLql2N78/DyarSaCMNTxOKWs8qd6ZwgPuZSQTk00LRyZ54DY/PEgi5QsTVsZJQTSNCkpLWtVpplpswEb++Nc18eTZUpSpambTCY2lED3dDjUybHhcGhxsKQ0SbmSgpuW3NDzLKBQkCIT5Iu8mzTPIHzPtldxn6kkSSxsaDAY4MKFCzh27BiWlpbAOcckSiCEsbBNQtHGLllRF1+M5fKURVlp6p5V7vk2O++rZt2Z54dKTmMTatvusiWluX//ftx5552l11772tfif/7P/wkAWFhYAACcPXsW+/fvt8ecPXsWb3zjG+0x586dK52DEgL0+apQXGua0MKtGexgEASoBQEatXrJdZ5MJhiNR8gA01Ct4Iakqhva8alig6xNtwInc2ARQFGDTiECd6GTEmGMo+bXUQ8aWFlZQZIkCIIAs7OzxrISSKMcSZxgdnYOtXoNSbyC8XiCydiMO8swHA5Nfa5OFi0tLaHVaqDZbpj4KNOg90ArMs/3EIQhavUG/MBHLdRQoMDXfYuyLLfkGVWMoE58UNpHCwHnqXiAMJbE+0lWve95yNPEzgfnHM1mU1vLgz58piuCyKIgyxwoW3tkdbgEFlmW2VizCw53vQ5Svi5+FwC45yhlVSSBdPy5qEihBBxR4UkpwaUynUmVzUyTUpWmhv7smUUcO3YMZ06dtmW6UZwglwXJtVSaWUrjaTev+rGTfgniJoJc9/xSlfD1VpzEKub7PhSKDYjiyGWr+7oO7aKyJaX5tre9Dc8++2zpteeeew6HDx8GoJNCCwsL+OxnP2uVZL/fx9GjR/Ge97wHAHDvvfdidXUVDz/8MO6++24AwOc+9zlIKXHPPfdsafBSanqtVquFubk5y7JDC1cp3fdbSokcCn4YotPpgGUaluP7HuqNBjrtNur1BiaTMVZXl7G8vGwTC8SwXq/XkSmJ4XAAKA0FIgC6dVOdCpXl5WWb4PA8HzO9OTQabbR7XQQGx+h7PlZXV8ElwLmHer0J3w+hJKBxnSmSNMNg3Ed/sIq1ft/E3gLESQyZ5wibHBdWVwEwDMZttJptzMzMQSHDzOwe1Dsz8PwAQngQQls2uZJIMhNDM73YXc5La3UyIDdaUzHo3jxQyJWmUuOcAYbtyfd9eEIgzzKEfqCTWSbbrhRMiwpDJsH1giFsrGsNuQudlBjFjkkpUALJTX5QsYBrqZCVT8ozc8ptFVNQzADYQTXssJtdrVazVr7HOHzFIBQDkxIqzZEjQ6Z0vFQBOHPmNJ565imsrqxiFE2Q5RlYzhGnCdK8kglnelI1qZywG3VVGKo0Ic6zDx1ndTcb2oSUKsORqm63a5W6r1d/v7ZSjEU4m2I1JKNFwWPXSqlv/Xq3pDR/+qd/Gt/4jd+IX/mVX8Hf//t/Hw8++CB+53d+B7/zO7+jv54x/NRP/RT+xb/4F7jtttss5OjAgQP4ru/6LgDaMv3Wb/1W/MiP/Ah++7d/G2ma4n3vex/e9a53bSlzDujOi7ToKH7pluulaWppzMB0323NjcghfB8iCBDWGgD3MBiPEUcRsiy3Viu5dRaGk8S2pJAqYYbDIcIwRLfbtYtWw4YGGI/HOsnCdExrMNIku16gF/L55Qs2C6wUEIY1m+QAGMbjseaUjMZYHaxiONKAdr/m44ZDeq7OXziHWk3g8OGb0Gy20ag30evNotPuoNVtw681AFa4p9raYSBSRdcaK8FwTIKEAdbcJEtTlw4Syw9sB0fGGJgCPJP4oQdfSoUkSSGEXtS5giUidmOQFOKoWr0uGQXBysiSA2AqemIbN3WPI2WU5RkY92GGrK9V6dp8fXGyVIFFEDQAtt1JlqaQqYJEDMYZRtEEq6urWF5dweLiIhYXF3XySUlIJZHmud5gzPNawIjM3+b1jRQVVxsv6errpc1OXTyhwsDsSa4kLHCloi3iclvga/6dpRj91j+/JaX5Dd/wDfjEJz6BD3zgA/jQhz6EI0eO4Nd//dfx7ne/2x7zT/7JP8FoNMKP/uiPYnV1Fd/0Td+EP/uzPytlNv/rf/2veN/73oe3v/3tFtz+m7/5m1sfPYoJ0JjDllV0pDxTQzcGaJhKPJkASiKs1TRhruAABwQEmOAI6zX4nl70lN32fV/35YFCGBbX4SaJaMGtrKxYxddqtdDr9XRSg/kYDAY24ULK1Wa8U2UTRFSfvra2psvtJisYTProdDq44YYb0O12bab24A0HsWe+h0ajiVq9gdneHDqdLlqtDsKwjhwepCp6SlfnzcJxcPkPLIO2dAQX4OZfsnzI+iGrkSw/mcsSJR99v8t8426Abm31aDRCHMeo13XVFMVyC+INYTcDm1E2ySsl1/fz0fFmCU8UtHuEWVVKIUtTpEmCXEpdxdNfAwRHfzDA2XNncebMGVs6S0L3WU/tpTEVXYmUIUdyG6MxtdjwgaPsXQTBdibt2HJF0Hd8x3fgO77jOzZ8nzGGD33oQ/jQhz604TGzs7NbBrJPkzTNLK2ZhYA4mWCKpblNtKSUENCxlMAvKN7AGCAY4rECYwpRmoB7QoPZayEkA2QEywZUhbf4vo/ExLiIuYVYdDzPx2Qc27p2nVGP0Wg0dCIpTjAex7YqhCA0lCRpdzrYe2AeMzMz4JxjeXnZ1ozP790DPxSo1RqY6c3ossywjlqtDk0Lp606V4HRmGk+pinNakb3opYLKTyzYQUsWOcuWziLwX66nKQlFieHzclVmKR8qT6dNiQiQCYl6J6LrpFgRa6U4p2s4NokKkA6pzQFDKPxGKdOn8KpxTPgnodxNDFJvYm5zsINVwoaJG+o5a6FFMU7TldHE9Ocdr/sawyFF/EqintfAUOOAhfVsD1V/46uPScXjBY9JXAA2IVEFgixzNTrdfiUyVUSTEnUAh+McwyGfcRpAt8T1qKh5l7U4gGM2aw6KWzXKqHMNy1ugq5cOL8KpXT/IXrNpaDTlT0Tm1kn+FOv18PCoXn4NWFbX7TbbezZswdzc3Notprwaj663R7q9QYCP4QQASTjRkcUqRz3IXRdYBdmxSs7/8Wo16qiFMCFgMozC8MqJVS4bkFB32N7xJjvJwukqG7JK+cvd60kLCcpXvczVInk+74OzZj3XOA7AeH1xpKvu28AAMYwjiK8cuI4XnrlZURJjDjLECcxkiSFzHLIHOAcCALPjN9AiS7xWb4cEeaa3YRnQX1XbITu5kD3qIi7vHrCuV4P0sSGk8Qk1qQsWZt6o5W4JtVMbqbzEmVHK02gzN5OC4YWAsU7iSAhyzKNE+TcLiCpFGIDNNcckB5OnzyB8+fPgwuh46yMITLYxzRNS4znpPCSJIHgRfsLIgKhhZulCkpxnD171pYUkjWqQeFjyyJOJY2tVgu1Wghhsvi+72Pv3r2WWGNmZgaze+bAA88kSjwoqeOVuu1DNQu5ebbWTcRsdad3j6T74GJoKS4spYRiwmIE3Q2PvpPCF26s08XAuhl2YolqNBo2mUVzRfhQKpXNoC3OcvzPZOidTaRqXXMhsLq2ihOnT2F10EcUx0jyzF63Jzg4KzyZwprHNVnn02RdGWXle8v3Xr3qpibdByGEnSO3wAG4PqWfeu/Y2kTsaKVJNGAufyAtVqC4CeQ+k3WXUJmg58HzPUwmERSAldUVnD+3iDxL0elpIt35vfNotlqYxBEGgz6iSYTV1TUkJikkpWbdqdVqaLdaSJIEi4uLlrbMZqYlx2SiAd8Uf9WllUu6R7nSisqNgxI+cTQeYf/BBczNzVmMKAHUm602lKC2xLDdYQjOIlUxN9VYUVWJusDiK0sOFEkcsvRJ8env1Ue5IQM3JucqU8AoBNMwjUETFlPZquvGU8GA21aYmslxIaD4+kobcmehdLdS+m4qpzx79ixq9ToGo5HuOR/HyEkxcj3LeZqbqGUVoF42ZNbNplr3yxS5tHtQdc8dc9KMxf39Yt95fcR6FCasQXH+qmW83WRnK00zsWTtuUqhIIDVloZuB+HpJEIS6/7mUjkWUI5+fwDfD9FudzTAOc0wnsSIkwxL55dxfmkJMiM8WYbRaAIhOEajMdbWhuivaYKQLFVgzMN4HNtkEucCSZZqTJqUuLC8bOumoRS63TZmZmcQhjVdfpnqdoZ75mfRne+iO6uVeLPVQhiYemzOIBVDnpo1oghOo5eqUtAdFZ35cl2eMi8k7GZDlpjLtrM+tslK1oxLlQYFeIxDAkglINMMzPPhMQ6PcQimY58cgMpyyCyHF4YQRlELpvPV3JzH4xyCMXAw3RID+vc01nX+KsuR5BFqDuwokxKCAV4YoD8YAL6A8D1IpcCU1DX1VBGj9OYCDXEHGEeeK6RJhmMvvIj5vfMYj0ZQuYTKyU1UkJlO9LCcmVJAHa/V8VOAQZeEKlXeyAg9o48jILo+Yv0zvsHDz4pkCt3PIu6bA0xfJwBwpsB4cXZe+dyrJ4ZqD2XP5tUd08VlRytNKSViA/qmWJXbo8btjki9rrMsg+/5yFLThyUMAaVQC2uIg9gA2lOMByNkWYrBcGKhPzLP0Wm20G53TW21rmRJUwnGEgwGYyRpik67g2azieFwCM41sDlOYijGoARDlCaIE50pD+o1pGmMestHqxNCcO16zs710O3OYG52D8JOE369KAl1WxooqeAx386JyjXLuI2mMWYtKBcsXnXDqzv7NPe8sP5IGSj7HZw755IKwioIBeQSHhcIhAfkEkEg4AkPMpeYxCOoLEcoPHBTTcQ1JghcaAXLFKByCakyMM61kjT9hJBLgHPkMtcWOwBwhiiN4bMAnseRMYVUSd2bUnBwISz8yl4bAKZM2EYCjAk06i2MBmOEfh+j0QDK8JUqpcCdTUkIYQmxrW1ppp/TPZgiTGm8K2OG0bJ6nOIb2oM011WlqROhGQQkJHXWpEcBBbyHXavs1BZEpwiK8RMVX/XatpvsaKU5GU+QpgkGgwFWVlYQRZHtT9Pr9XSJomlYRTFGKscjq5RoyQDY2Bs164qiGIAOTrfbbTAA9UArLSKVjWP9/VoYAj+wriFZummWYTgagnnCuiOe6SXearUQ+B563QZ63S7CsIZ9+w5gZmYWtbCulUgtgAj8UrKDSIchAcnK8AzrepqFva7aZwP3u8oVebWEkA0E44qiGLVQj4uQDxTPJZC6qwQYilinZ+4bJeDciq0ojiF83dCNKrdgElO5iZO61UbVeC6gAePjcfG8JGmKM2fOIFeZ2XRzmCpQQHvoxR9FPrs47ybzUlWI647dRLlJs7FsJtO/ezvkzWE5TQH9nJJnuJ2hRiQ7W2lGEwS+j5mZGWtpUrKBev0opeyCpIVCFmiSJFhaWrKWarPZxPz8vOVoJNhPo9HQ2fThEDU/sD3I4zhGv9/H6uqqqenugUEzIC2ZTo1UY54zbZ3U6zV0ul006g00mw10ez20mg102kSk0UavO4swbJjkCIfydAdHHWtLQK43cHEF5yrMqtKsStVdv1pCsUWbwMmVjTs2m00AWNdieJpyp0QcxYupRpzipVmWIpM5uBDw63pzI+KKNE0hTLZ+w3nKJeIownA4tFn0LE2R5SnSTCMlFEwi1+hIZizhayKscOmnvLXjxbUqddKw3A11u8qOVprnTQvcdruNhYUFcM5tJY7bupcaaAGw0Ayq4CDrkliRiADCTS74vm/7j6MmbSwyjmNLcOx5HibjiaVmo1AAY7paqdZuImw20Ov1MD8/r9nRbc12A61GCM8LEAYhfD/UJA8KUOBQkiGHbgUr8wIAzLnQbvEmm/NGcS8XVlS1ukjBTotplo4BVROVgeRUm07npRJImguhdKsJNzlHaAQ6h814Z0UTPDdZ4FLHKaVsqjqKIkRJjBlvDsITpUVIipvCG/S63owypHGMpfPncWFpCc16o7B6FJBa2jzzkrEwFZRl6dmqMKN017+uNbKO+q5P1tFnaTAEO3IV0E4QaXIKDMyyhRWdOnfd82siWaYrcJaXl7Fnzx74vm+ZsZtN3YCr0+lYFnWi5ppMJlhaWsLq6qpVIHSzzp8/b/Fuk8nEwlkmkwnSOIZvMIa0yOlBjeMYUgL9tb61enu9HrrdrlYaoY/23Az27NmDbrdreuG00Onossya75mHhAOKQ5rEDpSmJpNKQUpAKUrg0A+gI3IbiIlpVhUnyUZZyovFlSjZQS4wfcaVavkj1ZoH3EPkdP10Y6qU/abiAWKiIsJhqsKiaiIbspASEHrxDccjiEDHeYmkg2LdpCTdLK1O7KUYD0d48oknUAtDzPZmMBmNkWU5JtEEaZZAKd0tQDHo+4EC7nj5vXWKssry/GO9/+7MMWWcS2EMZyPcDtnxiwljpn8WL8IvlwN3u96yo5VmrV6zsRGC/1Avb1KYnufh3LlzFiw+HA5x+vRpjMdju4jCMLSJomazCc/zbAkjuZC1Wg2QCsPhEKPRqBQKoIylJ5RtI0HWa7vd1gQQ7Sa683OYm5tDvV63P0EQ6NQB01lbzjXQWhsL2uKQsmhfoAP57gLR/V6uplypm86g44huXJcUnud58IWP1CH5pRJUIlYGdHx5NBrZun6ySJnjYkspLaxLSgnPD2xVEsU9A24IQYxrTzCnakLM8zw89/xzeOX4cRxYWIBvIV854ihGKlNYg/Y6iUYirE/Q0SxTIqWqNJWUO0Fn2mdEcB1GcZv3bVcrE9jhSrNt+oI3Gg20Wi2Mx2PMzc0hiiKMx2PLjk7ucxAEGmsXRVZpkQUyNh0Dh0PdJTLPpVWgSZJASomwFiLPUqyt9VELQwjP0zEvk2AQQmBuzxzmZucQhAHarbZuK9FooN5toznTtQznunTTQH/AdG9tRQ8OwVSK7DSDgbToF2AhRbiy9TFtV6eF6AKNSbR1BoBVu9CUTgDPzCtVTtF8e55nKcFI+VEMk2BjZB1neQ7ffP9gOIDv60IAqTTFGoPOmhP+xjMWS8uQqgBFlREVILj17kopTMZjrK6t4dnnnsFDR4/iwoULmJudhYSx37mGTuVGD0lpSM2cNX2x+d9s+W+qG0zoozjWIVJ2FOa02O/UgV1nPbTu2XH/YNAwMgPVoqqgatUaHXvtxqUsuuRSZUcrzfFkgnqtZlujUrkeWTfD4dAqM2LBGQwGIGA7uZ8u+/d4HCFJUnDOEEWxnUwiyl3rDxEnKSTjYElqFmKIuT17ML9nDvPze0x8tGYYzVvodLoImy2IIITn6fYWWZoWlRsalwLAMSw4QHhAx5k2i6wS56r+7rxQrQjaKGNeOp8DTyLlWdCOmfeQa6o4Aw0iN0tbzYDyBXjgg6c+/DAorDrjzVObEfoeW2MuODIi2/AEckhcWFtFrRai0+0CyCE8D1A5PDBIA3qXSiFPJojzGJ1WF4wpSJkhTxNb1gnuIU8zBJ62bIeDAZ599lk8/PDDeOaFZzCJx/C9EBnjyDyB3PcRM45IAeACNgFnLpIZzjwl2IaKczObXd+P8t/lA8qWpjLPg1KmTpt79h5SmIIxZsH3RftiLTI3fZIEu24KtATrYm4QQ8ITCr4APCaR5Fkp5FWKyxK265oIbY9fI0pz8cwZa8m5NefD4RArKytQSllrslar4ezZs5hMJvB9H6PRyN4cShrpyhXPunGUzKHzDgaDgiPT99HtdtHr9bBv3z5dB95sWgLbRqNhk1S1Wg05gCzXCidLM22xWHo0N954KVdejTW6Zk+BEdxo85wGtZlmUa77Vvuaov9bkcYltAkXTwCcGYXqWyIVpgDPK3ClFB6RUupKrVwCTCtiqRQiw+adZim8IABLY4T1OjwvhZ/58IMAqXHrJtEEShVtSIgmjr47lont1KmUwtNPP42jR4/i5KmTGCcTMAHU6y2E9RoUgEzmmnBDeFBZus4sNGpz3S0ozRk0tdxmspHiVArryD6U2RV1LLnA3ZK1bu+Tuu6G5aWJc32aGYuBc0Apabt5Xvd45hYnakcrzSRJ0WgUFUG1Wk23kB0OS3Xfk8nEvu4mHpIksW1+izLMDHFcsI67/WhqtRoWFhYwOzuL+fl57Nmzx/QK125nq9VCo9lEs9FAs9XS7PBEkZYXTDsuBEi/tH0zhZcqdg45hxCeVZSaESpE4AcQnMMXHnzhlbKlxL2Z5zk01WfhbrqEJqPhEPAE1gYD1Go1m1BTStkMPefC4nHJgyBM7unTi3j44YexsrJik4FRFCHLc+RKs517XkFHJ3OKfTK8GvnoqlfhWv26iEDaPlYWuQBCNmzvoKaLZiCPI6vUnm9X2dFKM4omeOUVDU6n5EuapranTpIkBoCuXXOCmtACI3ediD00BjAzhLnCMnhTS4wDBw5g//796HQ6VllSoqheryMIawhD3YqX4nUZ0feDleJTwNUJdl/pA3axz1/q+S1MiXMwnxkOUQ3OprgiULS9daElhInUZB5AZroSEqmJi5uFr5nidaM53ZWUavl1AlBzARBYmizNJElw7NgxPPXUUxgOdV95z7BZ5VkGL/SgmLRxQyG8Upb91RCCHpX/LguFTVzls1MgRy4EDIAN92x3gPuOVpovvfyyzhQC9mGhTCgtSpftqN/v63a4RmGura1ZMglqn1CvN9A1XSP37NljExizs7OYnZ21rS9c4oxGowHhecgVAzUxoBYH0tSDM67A1Oa139dbpimDquvuZjM3Ux4UT9PtPhi8wAcDELMIOQrGJaUk0iSxC4UUG2MMYa0GzhlSg/t0iYcJi8mFh3pTN1ej+9fr9czYFDxPWE+Dkj1JkuDkyZN48sknsby8bOa+iJsxU9bjZtOF4LrpnJQ6RrjJPF0r0eNZ39KXqsqkKkPDyKLOHDLk7S5WaSqYCihmPZBijhWuGTXcZciOVprDwRCe0yzLbXdArqHneRgMBqX+2lEU2Yw49fTpdruYm5tDrzdruSp7vZ61Iin7Th0rCXztMoNLN86nlO7Jw/g6irbtJNVE0ZWch3MOP9BuuPB9wLjNkBKe8CA4R+D7gETpHhFeMwgCcE/AV9IqrFJWGLp8MMsyWzZLxMzaMuU2fkm0e5xzvPzyy3j44YexuLhouTenxnBNkqdAKWwvKWfKUdIh7jzlOwBy5FrHmkchs17idpcdrTRvPHwjpIl1pabNAe3IBF9x41pKKayt6Ta5nU4H+/bts0mcmZkZzMzMoN3uoNVq25go9fWmRegqSqV0jxmZ5yYL7pdAzlJB4y4r0JHtIlVXaFpzr62cizFde+/7HrjnQUkJz/cBqeAJAUo9+15hRVACw1qW0IuJm3iy5dvkXLvlULaDJnUpJW8iDAMDYdH3mqq1nnjiCTz33PM2iUdxatfS10qTGcadKYgC+x+LiDJ/XPaUbUmqxQn6z0IzUlxTx89zULfH7SwlpWlKVre7aw7scKW5Z2YO0SQCNz1wOMFCULRYnUwm8IVvW1Q0Wk3MzM5iYWEBe/fOG8bzwt0OTVxSK03dwdETBs7BteudA7qdq03mMM2tyNxH1fxm3IorwVNW63FdIDNJtdyR/p2GfXPfc89bgodUIEbueTVW0f1bGu+KwfdNiwrBwYQAY7oBHoMuRZRZDhHWLESGFBdlgYUQoA43XAE5TFdLqeFWnu8BMrchFwLFkwfAhQduXOvz55Zw/PhxPPX0M4iTxCpmdy6YwcBKpaByfS8ZY/BEYLqCCijFdUZ/Iwt0E+200VsFKH2d47/ud/de0/hzmSOXEoIxuwnYBGeamrR7BX/LTexQQUOwNhgxm/J8Xa5MQ2q4Y3Xvf+Z0RN3OsqOVZj2oweMCoV90DszzHEmWIkpigDG0O13s2TOHhYX96PW68HyNGyRoEClL+leIwNJ8FfEjpl1vqai9jRbGpsBQqjslKczL95emYS2rD6Abc3QV3VSwcOkS1mM3SRGSxTZN6SoHN6ekhr8wxiBMjx/hewaCVLBzCyEAqZDLHAEPbGiElLcl9oB2wTkYGBdQ5n5wwZGauCndG/ICdEsLbqtMlAJOnDyJB774RZy/cKE43zSIlclSK1VUXHEukOeOOcm4g/+pzqOqPgbuWxvOOTOJsktRUBspH7oW9/4T5+i6Z9Pu53JjPBoscPiyZbPrqV6HZTqS65mnrqZsdN7LCZvtaKXp10IEKkRWy5BnGRR07TKHRDNoYf+BAzh06BBmZ2ftQhOetkRqtZrFUrqNuTjzUADNK1YW122AL10ICf3VL/TAe56HwPchfB8ZJXm4AFMKXhhqIt8sLy10t0adkhkuDMw2XxMcnCsoY2FSLJSUJiEWXMKHwWBgkiOZLY2cJlpvFg3Ziqw+nWvd0XTlW5qnssK8/GeDMd0v3IXt7CSh+2pbdMjcksts1/g/yY5WmhIKnu8h8DUtWC4lZtotNNuaBb3TbqPmlEpyxjSPpVGYlGGlRQpQe4iyK1y1traDbLfxAGYhCAHPNDJLTbLNYwycaSYemeXIpLJutUu6QXNOMS5K2nie5shkgoNxIM2zkpVCGXjP98C47tb5wgsv4JlnnkEURbq7pO9tTqrBipYbtIESRvRqz9FGSvNiaIbyGwUhSjVc82pjNDfybqpojFKDO1OtxA2c7FqO6UplRytNoOho1w7aaDabmny420Fo3DYdZ/MtCa4nhGUdJxweCWXBp5YhOpVnV7IbbhSvmeo2Vt6jhbYtFaahJ8uCAL7ngwmqXZfIJSyZhhcIQEqkiQ76V0mH3ZJN94eUGTwO7glb7++6534QgHGG48eP44tf/CL6/T4I+M4AW4FVFaVgMKZFRl8IYeBozLZDuaL52cCy3ExxbuZSMqYfSNfaJmYuKSWkkpdNWXe1pGpsTLtWG1Kg4oZr6KJfLdnRStMLAszv24eZGZ3MIcC5H4YIwsAQY/jgnCGjnkFJArEuE0l1h+SmrY8XwjAObYTXuxRFdq0fhldToVK/c6/SVVJJA8VSRS27JzywoFCGlLSjz7kNttymbFQ0UA+DEtUbWavjyQTPv/A8nn/+eYzH41Kiqzov0++FeS5MPNAm+Tagb7sU0brt0t3xasyv+owWyaviMaX3bZ/2HZCBdi1NAJawg56J7aw4d7TSvP2O12B+ft5akmR1CE9XjeR5buqRy0H/6o3ZjpbbThOKUemFwHTNNmO6JFIWMDAFwDdoBPocKQLC0pLQ4rewMU/AU56t7Q+CwJI8xHGM559/Hn/+6T9Hv99HHMfXfQ6mS1nxbfasVRXFNAViLW8w0zBtfTx4pzzPBOEDCkvzSmO910N2tNI8ePBG9LqdkrWhlMbxyTwHtbUFY9ZG1Ds0LwgnLvJ8WdfYHFpN7eyEB3QrY3RjTpsfWLD8GLsHnAsNa2HMurra+slNF0iDaxV6sQMKkhUsSTkk8lQWigCmB7rSLDg8SyF4HcL3IHwPQS2EYsCFC8t4/vnn8NBDX7IVP2mawfcv7fFed6UmFEMJIObiMjecD/fzzhkLJwWKKYOfZAZ9wBw8ZcGP6X5Y2fHoJ1AzSTENAq5YmkX/KGkr09bfReWeecokGKxHCThfPcfVyUSTpenmFdwwTREao5W3PWRHK81GWIcvAntTZWYm1/yjd+Mpl+i0WdWyHprhJhoAeiDWw3iqsmF29iI76NV2qbbipm10PVX0gHsNTAKcaVysVFKjWKBhORpuJC1bFF21ELpHZcYkJDPsPIKDeQI5A6RkYNDtjoUQyOIESRLD8xjC0AOvh2CehyhNwFIP/dEIx4+/gi9/5St48dgxrK2u2rLaqsKkzOxGd0CiKEWk+67bW6xvOVEWBihWUjql+8wkJDPxUAVTsmk8HEgApp2x4OvGJ1WhZO288wJKpDIdM7bxXve+FRGn9SNmqqQ0uTOmYlxl5T399/WyWRikamlTeIWKUNx4JoVlaCPYTrKjlWZ1d7KPiJoWfTRvqc0ZYDZTbFrRXt5n6bsvJtczLnlFbpAyFhj9qShO5cH3fCiV6fhkmoEpgHsFGiGVqQWwS84hYNpHKGUSGDoLHtZCeAYsX6vXUavXIDwPaZbh9LFjeP755/HMM89geXlZs7orHVt1huhe7YbrfdpsU5JQyhyXVs3lnNyiL6aqrM2/370nUxRQ8UPfsUm8dKPba9ylkipk7ltXL4G02TPmAtstc1PlmpVSF9PT112+apTmVqoILsdS1B8swzm2En/ZjrClqymEtyRmoiTRMapc5uAKyDK9SHLGkKrMVFAVGwQldqRU1rpgTPdnonlOkhQcCqtra/irv/ornDx5UvduMjR+YE63pIpLzRgsAfKlCD1beU7P2OXODEMJLK74ZSuBMprAhJlwlROMlWf8qp/fEbeMUubSshwB2zvstaOV5rSqF2BryuxKpPo9rku8FXjQtN31Uh+a6/1wuRAsGz9TqqQ0tdKTtv6fKxfvCnDBoJwMe5Zl9hyeJ6x7TiQpROE3HI2wNhpieWUZWZah2+2i2WyWOE+rGEHbE8gsSjj3iL5TSqkdZYt71ItZw9GUSVZMX9BVSM26zC/Trm6VsalIQual87jPlJssW5+0JGuTO3NL16tKr1HM0A4JRcy2eh3KWPzuNZVd7I0z29Ne3yhG7rreSikkabKOAaz83dtHie5opXndM23rAvUoPczTHsKv1gw9AyspJaAg/OCcWewjYzqhQ4tAcAEIbt1z2xcIVEapCYxt+wvGUKvV0GxqzoA9aYKb5E16DJW5z7LM1i9ruFKiW/PSv3Fs+FIT3SM9y5Cmpr95nsL3A8zOzsLzNOPS4cOHcdddd5njEkiZWyVP2V7qsllVqFaBl5IYdAzs30oJ62pPTYI410eEHPr7AMaKjYVq8eM4RpalhvpOrVO4SimTdS9eLylUJ2nqfoZEiI2VZhVjWd0gXKRENV6ZZZlOFrJyuMGez+2Z9SrL16TS3O6Qhh0h5hl28ZdFMqJQpoJz0zTOWEJKliAIhMWkckDOUWozAhQ16VwIBIEPqbzSwrP3kwFwqmRKViCY5TMlxRPHsdNfKjYs6NrKrNfreNvb3oZbbrnV9J7KC6vVfJ7GWbjyBfM4waTSLIU0ypVaemTmvSxLoZAjz7OSAp52bjo/bTJSAjKHsc49yxblMkNVNzVrwUFCoZKgc5Wdg+Nfb2nurp2vCqW5FSvuat/0aa51dbfd6NiLnWsr3/lqCClCqqqi7HguM5s59zwPHucG0aAApVl4JArLzI1LS6kwGut+42RZcQNPCsMQXi20jEq02BnTzDzErOTiFgXnEJ7m8mQme82ZrvzKZQ4wBuEJ+NDxVLLaAIA6JZKF49a3M1aQBBfQpIKpnoRcaEreFHFSnWRivPgszFzGSYLEsDJRF02iuZtMJhiNRojjFONxjDRN0Wl3LLl2q9XCm9/8ZvT7Q9vmparIVZ4AMrfKnO4DKVyWFfemul6mAjJcFIr7LE59LNmU1w0lH6rJqfJ3T3vM3SPUlNemDXPaZ7ayhL4qlObVtDY3UnjTZCOXfLNjLuU8lyobfe5qKNGLzinTcUkAEFxAcanhNRxQmSZQybIMjDOIIECWJBCeh8lkgtVBH8PxGHEcAQq2nLJWr2NtbQ3nly8gjhOt1MjFZxqW4xtmJBJXQVFDNw2y9wxNnWesWN1f231epFHiGhWhldnMzAyE4EizGGfPnsGLL72EJI4hWFGOK0QR+xQ6I1MwNHHdzoPzgsGIc117rwlHDF0e45ZAm3Oj9I3SbbfMGE1SRnOMcmRZjjRNEEUxkjTFaDK2iSo/0Er/8OGb8AM/cD+SJCmVJro9k5CnYCrf0LodjSNEUWzJuuk9/fkcWVo0HXT/JWuajnX7O5Fy5sx4HDmgJIfgARgE0jgDZwy+aZkdmuZ7ykAIpUPMRM+3pmt0mKdsEqv87ApPaBYls3lIKMtkBmfDu1T5qlCa1+K8VbmYGpqWjLqWFuClKNprDl8ypgE9dLToGbQitO46A1KZoz8a4vz58zh1+hTW+n3bh7xer2PPnj2I4hiLZ89ibTiwi56uw8VPulKNx9G/7rVXY2TTnhtSejfddBPuuOMORNEERx/8Ih577DEEvg/fSU5R5RP9uITVbl8jet/9TPWzLkmI+7eLCHETbFLqro0aj1qQW1smKC7AmLQKftqzLJiCx8r1/u4cMu5BSlUKN9CNZBDIc1hlSvNMcd44jm07bOrTNBwObRgkjrUyzrIMt912O4TwoBTQ6/Vw2y23Iooi22nBVehxHK8Lgbj32b0Gd20opSwTnlKm9TEAybSytMp8C+ibLSnNm266Ca+88sq613/8x38cH/nIRxBFEX7mZ34GH//4xxHHMd7xjnfg3/27f4d9+/bZY48fP473vOc9+PznP49Wq4X7778fH/7wh63bsys7U6wiMv/mWYYoiixPqZQSjz32mIYJxZG1LknJjEYjjMdjrA36SJzWJHTuSwE6V5NuruJ0wwAbKU4hhC2/ZIxhdXUVi4uLEIyDVRZp9Tyk+Oj9KuCclJqrNF1yEBct4Cpd99yknIXQ7ZHjNEGeS7RabbRbHeS5xMrKCk6cOAXGVEk5U8yTcw6PAz4vbzKFYhbgotxi2b1GBmEJvd0QCUmV2BpAKVmWpqmJISeWT5Vzjje+8Y04fPgwlFKYTCbWOnVb0yRJYpUynSOOY2tBR1FkmyjamLL5lxTuNCtY94HKMYgu7VnfkqZ66KGHSqxATzzxBP723/7b+N7v/V4AwE//9E/jT/7kT/AHf/AH6Ha7eN/73oe/9/f+Hv76r//aTt473/lOLCws4P/+3/+LM2fO4B/8g38A3/fxK7/yK1sZyteUTIstXe55qrLV81olVD2PewyA8+fP47HHHsOhQ4fw9V//9eCGsm00GgG8SBpRCwqllLYmcs3OQ9YWuZeu0tto/JshFqYpy2lwIW44C9xjcpmDqenEztPON22MrqVcHUtVMVXPW7VEGWM6mcwABYaDBw/iwIGDUErhhRdewJ//+aeRJEmpHTEp3SAIEPocoVdYwNTzirqrMu6vU9K0uXEegLNCobvvu9ye07gdSHe4NeekzD3Pw9zcnCVvoY3HnQv3OXA3Q/qeKqKBQgdu+MF9zbWMB8MBPvL//b+4FNmS0pyfny/9/au/+qu45ZZb8M3f/M1YW1vD7/7u7+L3f//38bf+1t8CAHzsYx/Da1/7Wnzxi1/EW9/6Vvz5n/85nnrqKXzmM5/Bvn378MY3vhH//J//c/zsz/4sfumXfsnuPLuyXqoL9WqcZ7NzldwbB0ZjyX8r7kxO70ld99/vD3DhwgUTIxQWb+l5HtI8K9HyucpIqqIHEFB2my4lHLMh9rAC45nm7rtKgJR6lumKJlb57EbfSeeZNi7XcnaPdRWMbWd7kY0yVxK5ysG5h9nZORPw027yyy+/jLW11XXfRddMlqbLx+kqPjBhoF/VHx+e0N0NinAALzUbrPbTojkNw1A32XPma3Z2Fq1WC0mSoN/vo9/v27mn0MJGYRV3k7FQKsfar84x3X86npQrWcaTyeTaKE1XkiTBf/kv/wXvf//7wRjDww8/jDRNcd9999lj7rjjDtx444144IEH8Na3vhUPPPAAXv/615fc9Xe84x14z3vegyeffBJvetObpn4Xmdwk1O96V66fbBobVSj1TMpljslkAqD8sFeVmI3R5WWAtyvrM6gXj+NuNPYr2WymuaAk06jMNks0TlNkl/r58jEbkBArIMs0MJ/ORS2tsyxDKjNEBnLkWnQwfyuI0n1zLUbGfF3m6rrsrAzeL6zSwlJ0u4OSFfu2t70NnU4HzWYTjz76KL785S9by5eUrxvScHlx6T3XGq7Ghatz44ZM3GTSVuKZwBUozU9+8pNYXV3FP/yH/xAAsLi4iCAI0Ov1Ssft27cPi4uL9hhXYdL79N5G8uEPfxi//Mu/vO51FzZ8tWT7QGh3kDCnwgMAFDAajUrupitVK5YSCoyt494p3YxLYSTfiHNgqlJyT7eZjmIbn5fOdakK2bXcp20Il3oexlwmqYsrXbe+m0PCY8pCt+i7qZoIhligatkBeh6kk22eloghoXtPirma2Hrta19rLb7FxUV86UtfMlhZXsL+usqwmoAj5cw5t8qU3rPhBnMdruKlz9ZquokiUQxeily20vzd3/1dfNu3fRsOHDhwuae4ZPnABz6A97///fbvfr+PQ4cOQWEz8o3Lsyqk5YwzZ2GXdy5aAJcLJ9rsvJv9fbnn28hCqy7yknskFXK7xphuR2GOyZJEd5A0x9o7xcrndzOh3MB36BBmqNNg/ybYycb33L0MOp6TgmTVo9dfq2sVlxJPFUWx2TNRdQ03e89NpKy/BxvfW2PDaSYv6H5BGsAPC6ZUjqqXuS4qoOZyjJXvJ32/vgWa3o8zZu+HVMoQSmsLtmqB6nli4MxcD51WaaiPNC4x3WfXGiWFnqY6vujeKjovZb2rbjnMsfp1br+bgeLIzMKSXIvYVcJb9UAuS2m+8sor+MxnPoM//MM/tK8tLCwgSRKsrq6WrM2zZ89iYWHBHvPggw+WznX27Fn73kZC/a2rIoF1vR9JLtcTq6Y52JSFOP371r9TdUkvV7bqorqf2ShpQe+51k31M67SrCpMTngjaSwUJS2VWSYlVC5t8gTQMyqhIB3rs7qh2Oy2UQDrJ5uU76XeXLp32n/YbNZoGLSYCDJl47lKwnU3aRoJyuLOX3HM5hbopbngm7wHHWvlChBgEKbqSeW6dEAqqZWH0rhQq+qZcsZfvf+swDACdilwMMCUxxZvmGfDGaf9DgU7MZzxdbNPsVByl/M8RS4zSJWV4GoKysyxPnM1qaS/0yh4bNCShE9T8DS/tEleOjXjZXFAfexjH8PevXvxzne+07529913w/d9fPazn7WvPfvsszh+/DjuvfdeAMC9996Lxx9/HOfOnbPHfPrTn0an08Gdd955OUPZlW0k5GonaaIrerjQteZbFOb+TImtscv42exz11qq17AVd/5yRQjNVcqZ3mo0WFFalLiURYllGfu4tWu5unL1A2Nad6tSeKL6U4QlLk22bGlKKfGxj30M999/fwlb2e128cM//MN4//vfj9nZWXQ6HfzET/wE7r33Xrz1rW8FAHzLt3wL7rzzTvzAD/wAfu3Xfg2Li4v4hV/4Bbz3ve+daknuys4RsqqzLDPA9Mz2IL8SuZqhjVdDroeCXP+lgOAMSjJIQxjClNIoAFCypwwGBy4N4L3z7keZhR6Yfg1bua4tK83PfOYzOH78OH7oh35o3Xv/9t/+W3DO8T3f8z0lcDuJEAJ//Md/jPe85z2499570Ww2cf/99+NDH/rQVodxTeVqPeQbEateT3FDBBu9Py0+dbExZ1kKmeYlUgmSOI4RxTHyLLMubsnN51zHupxYaTVUcP2lnKxwM/wgkpFLkKmW8TW7Jv0dnk+sUBrXyhkDhwKYAufQVUJKQWXmPilpXVYXBlXcjy2MoHSwjh1v+OywYl4JjkRzHBl0zHT41sVCK2U6u+p3sivcuKuyZaX5Ld/yLRtOSq1Ww0c+8hF85CMf2fDzhw8fxp/+6Z9u9Wuvq1xNTOR22JmnxTfd1y/vGhlOnz6NdruNMAxtuwKKB6ZJomNqFE9SRfyMsyJL/uory7JU50orE71wt5O4yZxpQHLBNYt+4PkIhKf7zacp0iRFriRSyHVx20uVDePkOh2/8edQbJ4uREkpzfBf/Y6r8kxMubQrPe9u7aIjl4IT3BUtWaZZd3q93rpkkWbmSUGW0DQQ+a5cW1FSQng+6mENjXodgecDSiFPU4zjCKujoW1zvJUQir7Xxd+le8mIq2jDD5f+LDG3X2Ff+c3kUooPtiJftUrzci28zeIdF3N1t59cGwtJmUTC7OxsqWyOlGeSJMjy1EI/aN5sQsbNMgPrg/CbDflV1bdsnSHF2DpdsE42emauzItxjTpFnrH9YQwQAgh9gUbgoxHWUAtCgAFxlqE9GWFldQXD4RCx8QoIE8ZKsLuq+z2lj48DbmJuKt0dLGDbjdB1u9bmVhIxWxHlfD/J17TSFOanKpr/5cqlqiSr1RObyfVzzS/2AGguyuLY6pimj3PatdO/2hWXtsLDdaWklOgPBohSrTSViWOlSQLBOJI0hiL8polVCecaGGMQGzzUCoBctx43DqVsZf5dN3d9PJKBc6/0evmz6wk8LnUcm0OSqpU+pBIByv0rpZArBcUZcihEeYqMKeSegh8KtAIfXcbRAEPd86AERxIKtBocvTpHfxSiPxpiFE0wnkTIMgkuGZSEsRyFVtAw3KEMAHN60yO3mEgdr1YF9tHEGom+TqHcZriwMiXyXJ/TxV+Ws9zC0O1NMVwuAsu62rKjlSbDenegirPc8jmnPPDb353caHyq8n4V4b2xBTQNRE8/k8kETCoIo2hcUg36bBRHaLfb8H3fJhva7TYmkwm4KJItzPm+AtO5wfWw9UbMRvdm6xvW1lbeVhXy5Ug1QUcKfN1Y6IcZg4EB4MRoxOExDp9xCKarebiU8BnQaTbQqNUw2+tiEsdY7a+hPxgiTzykaY40yUx3UGEgSjnAKk3mlG6dYYqICkC5GavG6sqSZUzg8mnYyUvx5l7t9bijleauXD8h64BotgQKq8pVqEIINBsNLCwsIAxDNBoN5HmOffv24f/5f/4ffP7zn8eFCxdKZLEM5frtTb3zyoKplu9djwU1DSC9kVwtyNH6c2yuWKi8kn445+DM9GYym5VngOxC+AjrHlpBDXF3Dv1RgvEkRjSJkaY58kwhy3NkmUSOcptkQGenhSEE5g7TUeF6S8eyVCWlSdbmTgp77SrNbShXkpCaZiFertADTTIajTCZTAoyBufU7vc0Gg0cOXIEk8kEnU4HnU4HnufhwIEDeMs9b9HtLAx5RG5wnWmaIjb8iFEUWRovacDYGluIUkyNc247UnLOMRgM0O/3bbme6+bRv9Pda2bhMFXXvPrZaUiE9S701kDgG6EbLum4Dc5PzPJaoYlyuSZ0fJFzDsEAIRlymUMwjiCsQYgaakGCuBYblvYcaZohjhPEWYpM5hbiQ9cnuG41oirf5WbKtestnfFdegJqOzl7u0pzC1JdABdTbu7v0wgNrs6YALLYqrGgKxWyLD3Pg1IKo9EIWZbB9309F+Y4t7yQOkI2my3Mzc3hxhtvhFIKJ0+ehJQSt95yK7xaADDXjSNCCe0C6n44MeJYt11IEtN6IU6Qmf45/X4faZripptuwpEjR9But3H+/Hl8+ctfxosvvmitF6p2qWaJS0qNc0tHR4ubWHSCINClog6pCAAbz03TtGRV0Tnc79hILDxIuC2DYWnaqryRbvhDW2xKF08yRrkgu6kIz5BcMGYp3Ci8wbmw8B8GAFKXYjLFIBXgcwYV+PAFh5IMWSYRxwkmQsDLfKR50QPKzKZWwFxAeR644E55ZG4p4aCEadmRljyLjcIOrmzWOvh6y67S3JVNhZTIYDDAaDRCq9XS4OTQA/Ki6yFZpUmSIJpMEIYBbr31VvR6PZw8eRJLS0s2vunnNQjfK7HNVBWMy9ROLp5SCizXZX/nz5/HuXPnUKvV0Gq1MDs7C8YYXv/61+Omm24qMXhfjIw2NYreD3VTNaWUVVqe52F+zx7MdLrwPA+DwQCLi4uldg+XqiSrQsQVAKxSdwksLv+moSAEdqw8GqNuocwAqUwankqFQP/RbX4F0909GQOUD5nnNslKBCB2o7B7dLlFr8vTKXMGIQr2omp4Z6fI16jS3LaYlm0jZDUKIfDss8+i1WphOBxiZmZGW5ueh1xl66zpNE2RS4n5+Xn0ej0Mh0OcPn0aZ8+e1cS0vg/mCwhDXFvwInqWuJZzypQW1qi2bBnyRLfAjeMYQRBgbm4O+/btQxzHWFtbQ6fTwcGDB9FoNEpKF9BKihi7qebaVi8pCTCGdruNXq+HKIqwf/9+3HbbbTh84424/ZZb0Wg0sLa2hqNHH8Tp06cwGAxK114lunUz8huJWyFDNGY0j+ZOVI53X9v4vJZOjXFd/UO0fcaylsqQn+QF4QYjxak0M5FO8DFdri4NuxGK96XDcF8oTVZSmjTvjDHIvGArEk6JbUlpbrI0N3rreq/YHa00lcqh1HpQbHUSNwuiq/Kf9sEqf08RC7vYjliF6VTjatPGtdVdthwioFGTa+h+t8Q0bOFm4o5XSonxeIyXXnoJd999N8bjMRhjuudP5bpoTKRQ5+fnEYYhTp48idnZWSRJgscffxxhGIL7umtk4AdWWXKuO0ZyIeAJD0Hgw/cDENbTLrysKN1sttvozcyg1elg6eWXcX55GXMzM7YJF7nQZNFRm1sq4QOMsjOp3dT0H+ecYzweY2FhAZxz1Gt11GsNtJpt5JnC677udXj96+5ClqVIkiL2qkxHyzjRFGdxFGvykpSs3BRpmiGXOXIqP1W6Xn/v3r245eZb0JvpIY4ivHDsGF45/goSozw552DEMqSKXkeKaTiUMsrO4wyh4BC5hABHCoXUF0hCT7MUMUAxDpFJZEp3gGTCwINgiCuYAnjRvVExBYkcChmUMF3K8oJwmjEGcKUtUuEDnIN5AjbRx3TySKkMDApBICA8BgXdwlhTwsWAMjFPZVqdSKktWjBwn6173ix1oNLnd9uhXKr1utn63Eh2tNKk3tEANo0UT6cZo/fKO9il045tLhdTmBeTS00euDhLxlwsH8XAgEvZi2m8BCGihlSTyQQ33ngjWq2W7SI4NzeHPElK10bjEUJgz/w85ubm8Morr+D06dN4zWtegziOcebMGaRpCiGclreGGNZVbkEQoFarIQzDEu8hZ1zzNQqOmdkZ9Ho9zO7Zg+F4hFdOHMfa2hpy0/0wDEOrWNwwgMv27eIyJWCoz4pe41EUwfd9tJottFodKAVcuLAM3w8wP7/XKuV6vb4utEBxRGJLr/avodDBYKDbggRBgCNHjqDVakEphT3ze1FvtmxNNlmgbrtcOm+73bEhDt/zUK/VECKHzz1IxhAxBS8QmJub0zAwzoA8w4ULF3DhwgXkme7/rgSD4gppnAKMQ3i+tsjTVPd18j0EPpBnHFGWIIkzAAqCCQ070kYtFNMZdbqnWZZpZQ0FpXIIj0MIBqVypGmMXKa6Hz33wAzBiA5TZFqJMrauttzWr4NZ/tBqbJmez2qeYR1T/RbDAztaaeamixztOhuJYuZObiCXAnX5WhIhBMbjMcbjsV3Ek8kEe/fuhed5yPMcQRAgjZLSA0e1zHOzs1hZWcHRo0fRbrdLrprb3gIoJ2To75KidGJynHMEIkDY0C1/5+fnwTnDk08+iWefeQZ5lmNFFN0SdY9yYfvXACi1T7CxNa57lXuBTliQpZplGRqNBrrdLrrdLs6ePYvxeAwhBAaDge7VXquVuk4yJ/FCCSU3ZuvGaKWUGI1GaDabiKIIQgjU63Wsrq4i8AO85S1vQWg2D4p9uvMthNA9wsMQc3NzqNVquP322/ED/78fgEonWtkZS1Yphdm5OczOzqDbbqFer+HE8eN49tlnMRgMHKUuEcY5pCTyYIk8y5EaZR3lOVQcIc8llGLIsrSIOWc5Zua6uOXWW+1GkiQJXnjhBb0BBQGSOEaa59qCZgzc8yABTKJIh0g40wklBauohRBgzhwrc00A0Gq14AsPMstsixV3nmhsrlxpUnZHK02yNPWimqYUyQWruqgbQB2ucnauuuttV6nCZJIkwZNPPolOp2OTN3meY2FhAZ1OB4BhzmEFxo7ihNqKUnjkkUdx4sQJ3H777eb4wvJwY4xAmQ2K5oystGrcy+MejszvwYEDBzAzM4OzS+dw9OhRLJ49iyxO4DvK0G3sVe09TspMCAHheRC+jyAMrIIUQlikQLPVRJ7nOHXqFPr9PsIwtBtEo9EoWZpu9r3KEu7GN+maCV7l+z5arRY8z8NwOESSJGjVO/b8vu/beSGFX63IUkphZmYGc7Oz8JhCEkXggmMynmAwHCJNE9QabbR6M5AyR29+H948N28+q11hpQBPCrjk2y7vZpJnmKQJomiCKIoRTSaIqaVumqE7uwc3HTmCZrOJTqeDPM/xwAMP4NSpU1BKdxzNskzHjudmkeUZ/DDAvgML6A/HVsETmoCUI1B0myTEwtd93dfhTW96E2a6Xcgsx4MPPohHHnnExoO3YkFKJYHJxY8DdrjSFEL/uDE9K4zZAHcphqkoDkiHsdK/V0uq57teytPNNF/KsXS8a9Gtra1hNBrhpptuAvVeaTabAAql4BLXukowz3OcPXsGX/rSQ7ZSCHBY2VnB/u3u+NMwjaSM3eRKGIa46fBhHDhwAEopfOXLX8Hi4iImUYQsTpAYS4/OXw0fuNdZyjALjrBWw2te8xrcfPPNmJmZweLiImZmZlCv1XHm5Bl85StfsRlzt2c7WZvT2tm6XRmnZddp4+l2u2i1Wlb5UTJoOBzaLp5kxdL54zheB6PilO2WGXKDEEiSFMPhwFyzhyCsY3FpCXGSI6zV4AkPjAHC8+ALH4Hiti1GiS4Pmn0/L4WEmPVEBsMhLqytgTGGZrOJZrMJKSW+6Zu+qdT7h5RirVZDWKuBM4Z3vev7kaVFt1Pdi1wnm6ohkyiK0O/30W63ceDAAeybn0en1cbNN9+Mu+66C1EUlZ7vac+8K1JKTKIJ/r/f/e2LrhlghytNffums6MwAqUxVtGnRG0/BeS87petS3XRT3t9uwgRBtPiJ0VI+Mdms2kz6BbrB2ic3bo9Si/+c+fO4f8+8Ne4cOECer2etbQuRaYpFZrDPM8hhMDhGw/jtttvR6vdwrEXX8SXv/Jl0ydbwvM9cDU9TuW+RlaMixdUjFmW71qtZlECxOJ09OhRPP300yVF4lqS1Z7fNKfUPZGUHVDEPMkdP3DgADqdDmq1Gl5++WWcOHFC1+QPBzp0YI4lC5bOR7RuZPVaGA90tltV2tTOz89jds8exHGG/vIAkyhCo5Eh8AOrkH0/R8Y8S7Si74eu3mIMkEwnhpy7Zi3mKEp06MZ0kwRgXeZarWZ7SNG80ZzopF4LQgQ6M69vWIlsgylYTyZJEiwuLkJKiXq9jjAMEUURGo0G7r777tLGWI1hVkH19Ez0B/2vEaW5iflNi6P4oTfKlmbpM8DXFOKIEhLk+p0/f94+ZM8//zx6vV4p6UCxOc45mFy/W1OM7qx5oAGUrM3LEdednZ2dxRve+AbceOONSOIER48exdLSeXOMqUpRBRlEVTbCBioUrp/7nfV6Hc1mE8eeP4YXX3zRzpnnedbipOOrP3R+F1pDx7oKd2ZmBvv377f412effRZf+cpXtIIVutEcncPtQU7nFEJgYWEBBw4cgOd5OHPmDFZXV+E5Vq/nCczMzKLeaqPRbOH0idM4e/qcjYf6ng/OmVX0zGnh624QnDPkyLUra++7Do+laYoojiE5Q8fAyQhPyxhDWAtNfXxxTrLW8yxDmuUAyvfHnVshYYoeIpugJM/G8zwMRn1rkdMGS591Y+jk/pOQB1Pl89xMdrbSlLnBj5EUWXJKDCkoMMahVKE1y4uYlX70xupk21UBbwDR9mykWXm5e6I+vQkdXEONXLWoLnYMied5qNfr4Jzj/Pnz+MxnPoM777zTPmhkBVCG24VzVHceioWurq5qt1EBKpcIvCt7xGjza7VauOOOO3D4yE1ot9s4evQoXnj+eSiqouFlNvgqRtOdA3L3S14B183clFSIowjLF5bRbrfAADzx+FewsnLBZnmTNNIwF4sl5aA4uQUv2H8kpOS2IyNIkZo57fW62Lt3Hq1WE6dOncKTTz6BCxfOAwCiNLYN3TgzUClO9doK40kEwQXuvvtu3HLLLThw4ACOHTuGv/7rv0bg+6jXamg0Gmi1W7j7zXej0axjEo3xyssv4uVjL0DmuSZP0YakVrLCA+c+wDgYgxmnhoRxwQEmYVvbkZVtFHgmJdqzHYtSiOMY58+ftzFbDXfSK0l4HsIgQGCUa5blOk5uPESlCjIXxhhY7iTQlN6ga/UQfqDDFv1+H/1+31rfrjVfDcG5zwR5QaPx6JKfyZ2tNJVuK+q8YiaZF1giRQuv+AxjjmozkBxlj4WGP5TIy4zSVBuR0dHXi3IyyYzBRggu0+C6FNd+I6vbfVCq75MyJOjL/v370W63IaXEXXfdZTPO5OK5Vh8zsSk3RmUTG3ECLhWQadgLM5UnjDHNvgMBt/vfZtdHCY/5+Xnccccd2LN3L84uncNf/tX/wXg8LiwSg1N058M9dzVsQpawfR8AkxIcQDyegLc7aDeaePnFl/D0U08gzUcAJHKp9N7MYcI/HEoKMO5m0HlxTnAw3YcTDAq5lBCCI88StJp1HDx0ALOzPXAOPPPMU1jrryDNYm3lIQNjmnpNMA6oDMi1csoyhck4gRCeLVUMggBKKSwvLyP0fGStFtIkRrfXRrvdRL0RYHltCS+98hz6a6eRZ7qPk8WMSok8V1C5gFRaMUswgAkopq1eyAxKGquM6U6TXHCEQQi/FuLr7n6jtSBfeuklPProo9ba1PMFez9f85rXoNNuo9/v4+WXXsJoNILMNSLG4nLNs+NVQjzdbhe33XYbGo0QaRrj1KlTWFlZQRRF9rklccMo1WeAlPJ16Xu+3cWFIJWsDVOky8oH23fpH3LcKEakDyMzYv0i30gfFsp6k7FeglK8FjFRUqRZliEMQxw6dMjiMfv9vs0iUyxpsx7RdC5qe+FOSPUTbAp2dKPzUtLl5ptvxsGDB+F5Ho4ePWpr2d1PKeczFztvVTglh4yFQomvL33pS1hZWYaSsvTcuGGf4ofcSrcYQkNzrJtpYVTarT548CBa7RZWVlfw/AvP2xigELqW2/b7RoH5YHaH3/h6GHR4QQiGQ4cOYW5mBhzA8vnzWFtZBpSeO5XnxmNTkHmOPMshsxx5rpDmUve1ZwJSGbJoJSFlajGiFJsUQqDZacP3fJs1P3nyJBYXF7G0tITJZII4LUpPjxw5gltvvRWzs7OIogjPPfcczpw5U0JjUNw5yzJd8kn3inO86U1vwm233aYhWhdW8Zd/+Zc4fvy4Pb+7aU5DL7jxbYrHX6p81SrNqrjxKwBTPWVlzMFqPPSrVdyMMrELdbtdHDt2DEEQ4ODBgyULtUx6sX5eXOq4zWZtK3PKOceBAwdwxx13oNPt4uWXX8aTTz5ZcrWv1j3yfR/tdhtzc3Podrt47rnn8NxzzyGKInABS2HnXgd5NtV4Zvla15N51Go13HjjjZZC76GHHsLZs2cBwGbKORfgzHhT5LUAlqVoM5FQiJMEc7M9LOzdi16nC5XlOP7iS4hHYzAFCDNWXQSkACmh8hwy19+pO1gabwLUi77s+uZOsqnVbGJhYQG1Wg2j0QhLS0sAgF6vB9/3NYtVEmM0GiGOtTVNMWLKjrv3kp6nOI6RJYUl6CbRKLR07tw5LC0tIYqiUpdcABa6thHEjbEpYbVNZEcrTffCp72+oXC2oSU67Tucv7Addai7UC8nY+/7Pi5cuIAoinDTTTdhfn7eJhZcnFx1nqjag96jB18pZTkXXVymOXCzOoN1CYBOp4PXvva1OHjwIBgYHn3kEZw9e9ZaOVeiMN1kBwCbNacE2JNPPonV1VUUsZ71n2VgRfM4573ycQXUhqTb7eLgoUOYmZlBmqZ49tlnS+BsKXNwqIJ334nvULhj2txZiz/PEacJ5ufnMb9nHvWghtFwDctnl4C8YG2SBtaT57km5Mi1pSmV0m3SldK8LFzo61BlMpHEVIY1m03s3bsXtbqGX5EiS5IEnHM0m034YYBaVrMKj7wYUrxu0gmAhSiZi4PMtTtdr9fR6/Ws53PyZMEDQIrW1Qvrk8LrKf+2kqz8qlCawPQg70aycfXQekxX5YPbOrm+VYVJrstkMrFEwb7v4+DBg6jVaqWHbdo5q64OwUHgfM5VmnpHh37/ItdBscybb74ZRwxY+tiLL+K555/HaDSy8JsrETc7DAA33HADjhw5gm63a60hWsyM5dPngW32PBXxdDfbTVbmwRtuQL1ex9NPP43Tp0/bEIg+LbMkGZUT2lj9tO9yn4F6vY5Dhw5htteDxzlOvXIC0XAE5LmJ0puRG4VElqyg55wpCDAIj+t6csYhIbRCNT8E7A/DELNzc2gY6+/06dNYWlrCaDQqKrx8T3MPcI5Op1OKkbsxRgD2/tqknYK1RFutlkUcAMC5c2cxHA6tK++ew52bze7R14zSxIYXuz7ueLkWSWHNcnCutrfW3KKQdRjHMfbs2YN9+/aVoCBUeeHWaNtdWZXn2LU0GWObB3E3ETduOj8/jzvvvBM33HADlFJ49JFHcH5pyWb1r0Sqlsfc3BzuuOMOLCwsFCTLRjjnAFM2bnml3zs3N4fbbrsNs3NzkFLi8ccfx3A4LH2nlcojR7N+sVFkWYZms4n9+/ejFoRIJhFeOfYisigGMu2Gg2J5uXbNNXrduOk2yaqtbAttdmKDFM+kstq5uTl0ul1kWYaTJ09iPB5bAD7nHCFq4IZFPgiCUuECPVdugo6O41xn+Mky7XQ66PV66HQ6GI/HWDx7FlEUlaBF11J2vNKEUjbDXYjrTjHDB2j+NomdjXaWao6iOE6zr1Dcs/QZ90MbKgsa0+Ur76sttLMTSQaRXLhKqao0NxsLBe71hGw83s1mgB78VquFW265BUeOHEEQBPjSww/j+RdeQG7iqjTGq+GeM8Zw4MAB3HzzzajVajbeRsdwznX2u5TsMaKwaYCxOj7P87CwsIBbbrkFtTDEy8dfwfPPPY8szXQc0dGbbvLHfhWYRbFtJsLTxCnUMXTp9BmcX1rSsUEXaUBWIyVapG5yJpUmOs4VM8kgrn+EB8bLVU95nqM3M4N9+/ahXqvhwoVlnDp5SnsLvs7oK+gupTBzSExVLjyogLUVc0bvhWEIT+ia9JmZWbRaLYRhDWfPnitl5znnkMa6v/zVtrnsaKXJmARnZncpuaabcBgqBinX79V60qFhQwqm6kEvfnJjlJTIkdhYVuGaGQtsE+OHMQGwMrFDaVhT4DIb/b3uklz3d4PzTIv/USxJCIHZ2Vn7GTrPNJiG/R16UbmuTRzHmEwmSPMM8D3wWoCcA8z3oLh2zQUXm1qhSuYI/QB7Zvbg6+58Hebn96I/GOBLDz+C5ZXVK0oAuYqQxp3nOWZnZ/Ha174Ws7Oz4JxjNBrZZEyRDS+u3BmtxiyqHEw54Qh6ZhgDuDCRSa0AWq2W5fvM8wxPP/EEhv1VcCXBlASX3En0cCiD2QDTsdNcSaS5RELkFp4H7gkI39Nlh2ZM7UYLh264ATO9HgLPx6mTpzAZj5FnOTzGoBhHLiUg9fcCOtasOCCZZnCXAHIDmMoNPpLlEkEQFn2COINfC7F3/z402i2EwsfpEyfQX1mFSjP4hp0qzVJkzrNFmzLdT0948L1akT3PJCQjK9SDLzgE01Vr83v2oVFvgzMPa2sDjCexrqdWEirXa1MqPXNCiHXVa1cqO1tpQsKQeq17nbMprg5osZcffdrdGBgUgdddi9JaGEVv6GIrKz5rAfDrvtO1YNcnDDZKZl0N2ew8riKllhauYnHHVAqYKwVVcRspoK+UAhiD4rD8jSAyFWd6NooDesJDo1bHna/VbnkY1vD4/30Ar5w4gcxk5TdSlpsp0c3isjfddBNuvvlm1Ot1m8HudruV4zb43Vh+zIB8ixSjKv7lBYM5tQCp1Wq4cOECnn/uOWRJCial3VCKRc6KImEdGNXJGfPkM3rZjCHPCS6Uo9vt4saDh9Co19FfW8NLL76I8XgCXzCdFQcs2B5mnMXNYdpoYMXfMBskN0cVik+BeQLz+/ah3WkjzzKcPbOIyWik24SoHNxj8ISAVNIsmXLMUdeZK2RZ0ZqEnjfODe9Arl8TwkOn00WtVkeeSyydOw+lFGr1GnjC7UaIXCezuHkeN4s7b1V2tNKclgiadkzpbxSxdPeYIhs6XdmSK6gcQOy079xuIc+LKd8rjdGRuK7W1NjcJQrnHIcPH8brXvd1aLVaOHnyJB599FFLwgClylrLka1cC1mFc3NzeM1rXoNerwfOOVZWVtBoNMrP1QYJMMBR/ptMMymCIAhwww03YGFhwYK/tWsJTV9ozk1np6TZ1PHTvzbqpMtIOecQjGP//v3Yv38/hOfh5KlTuHDhgmZa93Tbio3vkAujon2uiOeSFyeVgsoygDN0Wi3MzswgDEPL1K+UsnFLIuuoLg6KX0spkZvWI26rj5JRofQ8tlq691Sj0UCWaU5QogKk42PDQSql3PBZuRL5qlWarrJwkwbG2Zpiaa7/3FTZJK5nQuaVw+l4dwSbu9LTsnlXotw2jN9OsSanhQY22xxcN9cN7F806LbB2NqdNl7/+tdjYWEBWZrhoYcewsuvvGwxouoiCaDN5qn6vPi+j1tvvRW33347ms0mTp48iRdeeAF33nlnmSGp8rwATmZ2k/iijbMZRTM3N4ebb74ZjUYD4/EYzzzzDKJoYktVlYHUuHO7sRRlhprVSDOq12s1zM3N4fbbb8fcnjnIXOLkyZOaI7QUXtn4DunnQoHQIjr0ADCmQBSMSkpkeQ5whl6vi26vi1pYw/HFV7C0tGTDOpxzi85Qvq6Ym4Z4kVNiWyWvx/xbr9cxOztr53BpackiHCjO7fIeMMYsT8K0NTUNqncxuXyTYDtIJZbnLmBqnkUVKqWfdacpJq76U5KKwqwmBDYDyFJVjdsdsZoBJpfnaiZ9qpUQ+jI2710zbRzrkkDmb5dUeDgcaiC4kw0tfWYToVr3W265RbvKjQZefOlFfOlLX0IcxVfVgtdunkCn08Fdd92FbreLNE3x/PPPo9/vlzfZygJ3507/W5y3Gtpwf3zfxw033ID9+/ej2Wzi9OnTOGMsMsoO2ySI+Qx3Pu/eR8YYdaSAxzhC4QFSgeUKgfBw65GbcdNNN6HdamM4HGJlZQXCE7ZvEmdm86nc39whs1DK6XuE9XNAv/u+jz3z8+h2uhCewNmzZzEajWxrFMaY0/upeC6mZbrp9WmUfjQH3W7XwpX6/T7W1tZK1Ibr5h/UA16UnslpYZpLla8KS/NiiZNyAsP8XZmjwqrYXDa0aJlxlba4ui8noXG5spXv2ariVkoV1UBsvWV2sXF5nocbbrgBr3vd6zA3N4doMsEjjzyC1dVVy8CTS7npeS91zASruvPOO3Ho0CGEYYgXXngBjzzyCPbv328XoVVUXG6Wu9Lz6oR4qu9JpdBsNnHw4EHs3bvXspkPhkM6yjnP5mO3ClQI8FTHM6G05ecJgcDzcejgQeydn4eUEsvLy1hZWdGbm1LIZQZkmc6Sm+SO24pDf72AHYg1BtZvBGT5kbscxzFOnDiBtbU1AChxjyqlkDKFXEnrrtM5KHtfrdRxbiyUeUZ6vZ7lL11eXka/37f3lOBPbpUS5xyh51siDzcEsJE3ejH5qlCawHpCW1dKDZcw3SK0xzAXeD1NyRSa0b3BjHEITu+7n6XjL0Oj7iBRStk2EVsVKSWazSZuvfVW3HTTYYRhiAcfeghPPfkUAM2Ik5u4l86lbe6CbyRUYSKEsIQPvV4PUko88cQTuHDhggX2k8K0/bsvojSpKqgadmFMw2727t2L/fv3o16vY3FxEceOHUOeU7WVsv8txTOnXBspTd/34cFHvVZH4AcQTFuQrWYTjXodzUYDk8kEJ06ewGQ8RhLH8KAAKcFlDq6IMSg3z3FhUDAHQqX7+uhggHuN9NNut20TvX6/j8XFResW05jJqlS82LCoBJLEBcxPzUPkObjvo9vtWkD9+fPnEUVR6Xi36MGyQxkyaKKSozgr0cRp7/PSt/kdrTRlXri4pVhXNXivAEXKkDEwVkmfO3lvnZfkJp6jUPAdwWSNSQFWRUEhh60RZIQHhfl0hYpMlcu3poYDpn3LRY7ZKDbq/l5N1EyL6VYXf+UD0MZVGSdJoRDtFq1XIOVxuhlShkOHDuLOOzXsZ+n8eTz4pYewNuiDC45cFpuidwVJJhKqejp8+DBqtRqee+45PPnkkwBgLRHAaT0rtSVkKdGUSUYpFNeqJwbaIuMmxMHAFEcQhrjpyE3Ys2cOuczwwrHnsHj2NCQyKKbxn1DaU7G/QxP+MglolSUBpb/H44DHPXDPR6PRQC0wShPATKerSYCDAGv9VZw6/gqyNAaHhCfMJiCZ7llvuqDJPNOIExgcsuLgHOAmO06eGWMMEAKSMwjBwSDQ7nbQ7XYR1kKcOnMay8urUBLI8hyc6eoh2hykB9vvniqDgOlWnpucBTSBST0MMdPrIQwCZEmC80tLyE3Iiz6jlHJq97l1z5ngBl8qIKQCz1LwTEBmuU3uXqrscKWpIRbrFuc6nalsUB6A2Ukp60mpIQc0xFSBv0RRcqa09i0ZjIxRkBxQKtNnYnQ8K2xMO6D1CupKY5h0bhf7Nk1hugrRjf9sJNNimoWVsX7rsAxHKNzIaeEHBqWVYZ6Dc4ZGo4HXv/51WFjYhyzP8Mhjj+L5Yy/opAF9lhd4xcsRekaEENi7dy9e+9rXotVqIY5jPP7441hZWbGUYmQd0fjzvLKwHAXHjLIqvA+AMYP1VQpC+JiZmcGNhw+j2W5iMFzD409+GeNoAEBBceU4IwXIXKfSGJgoIEzKMBNxZqjimIDveZqhienseb1eR6PRgC84zpw8jtMnXkGexuBSQkEYRWkY2AGAcRhwpu2NzpWmgcslwHLjmyk9SP05CXABzw8wMzeHRqsJqRROnTqN4WAEQIABmmZOKSip147MFSR0lZkb09ReXuEJuM8nxXsDz0e71UKv3YHPBcbDEdaWV7TyVwZHWomFkksOzpErPX+2D7wQGq/KBZhU8L9W3HOKTUxb+NUFb3cuzm02EHBinMUnrQVlA/POe+6f65Udq6xphdIXbXMhxXo5LratOwcuGtOUSkGYeaEOirfeeiva7TZOnjiJRx55pKCiE7oXtoCmGeLgl5W9pGsjK5MISV555RU888wzlsF+GmSKwTw3TlKmmmwoHoxicyFs5sFDh7Bnzx40Gg089dQTOH36FIQQSNOk8uwym7G2iaGqd4LyE2nn1CgMYpvP8wwvHnsRg34fNU8rcQlAKb7uDAwoX8smN0+ZcaVpqjPZc7NoNptIkgRnTp/GeKxJR7QCLMcnqXlbkiQ2/m03c1XeaKd8M1rNFmq1GjzPw8rKCkajEVLTDbMax9zsWXYNAM/zwMGQy0svwdzZSlPJdTvTxYSpcmyx6hbrm1z+jKtwqzLNGtupcrnZe/qcqzQ3W3j0UFMd8Rvf+EbLq3j06FGcPq07F2Z5Bo+Zro5cKxCxPoe3pTH2ej3ceuutmJmZAWMMjz32mAW009jXoyZgYUNTf+gg8y993PM8dDodHD58GL1eD0mS4umnn7FxOMuIb66JKdgacA4gy+W6ft8biduSpFYLsXLhPE4ePwGZ5cikhM8LZnmmzTrn+gh/uTmRiv68tHPUbrcxMzMDz/MwHo9x/sIFO4c6rFGsT860tUmKTfd1KiNa3HVcvQcMmqiDkkCj0QjD4VAzvntldvbSeacoTnusiXlym+y6NNnZSlOu7wcz7aEusY4rCa6mw2E2U5gATawqEovrHuj1E2+/B5e52q+xVDeNjR7a6oNI7iopwDRNMZlMLNUYE8U53LABM26kNBCjO+64AzfddBNqtRqefPJJPP7445rslumSS6kUmJLQfWuM8rrMaxVC4NChQzh06BC63S5eeuklPP3006W2sa5baK1OZRSK80zRXJHS5FzARsUlA2e63/qBAwdw4MAB1Ot1nDx5HC++eEwzCgEFDMdMNVfa3ScFyrjSWEgUXKa26orLkoUIaFB3o9EAAJw5fRoXls5D5RJZrhW0tGas0PkA7WiXY5agWLuBJDGAKb1hKSWR5wzMjKnX62F2dha+7+PMmTPoO/AfN+lG4Ryf+6ACPteNroaV3Guy3KxMJ51qtRoAYGVlxTL303NYtVKr55qWaOJMk/FsRXa00pwWqyOpLn6r/NR6RVn9zMZfOE3Jut+znsPPfGzby5asS3q4UcxZlmUFJlZKXfK3UczWBOv37duHN73pTZibm8NgMMADDzyAQX9g3FJzqP1RZvFevkU/NzeH173uddi3bx/iOMaXv/xlrKysOPRv0zdfTPFkCoVJMW1mFp8mDxbcQ6vVwoEDBzC/Zw+EEDh27JiGyDAi0jXtdhWlCmHJODigsZeysOxKYyg7TNYwCMMQAHD85VewtrKCPIkRegJBEOqiDgYozpBT6Micg7nnda6Rcw7FFKQy3AGiaKU8NzeHVqsF3/dx+vRprKyurouju7F8YcIEjLESrR+tnWleH8VShdB1+9Tlcnl5WVvsU2BKU+er9F0orc3q915MviqUJv3uxpw2ctuVPrh0DlfYpmDL6TfVTY7sZKlak8ClKyiKaVI882KfajQa+Pqv/3rs27cPSil8+ctfxokTJ66ZNe55Hm677TYsLCygXq/j2LFjePrppy39HWVcgS0qZaZdxwK4rd1zz/MwMzODAwcOoNlqYXV1FceOHUOSpCWgOiV33B97alYgHS42JooBB0GAleVlvPTii8iSBNKUOuZ5jgyGK5MrSMbATLfLdeLEFwW0S64cwEmWZZiZmcH8/Lztbb64uGjLF123mMavdPYJCsqyI5W+UhUEMhQPdoVakARBYMsnsywDF+UGetNiohtZn0VoZWuyI5UmTQIFnV0pgvSwsJdSJk6bR+vORccJ4WmLYYobphiDdJiKrPJlulSOc1GyWMqWpg8wD5erFTZym+k9m+W1Ss89VlUeLFGUw6lipy9/fr07SgtB5jlULsEVrFs+Go8tY7ZUyoKnqe1qbAL/UioIwXH4pptw6623gjGOV44fx9GjD2I8HuuQC40fGh2jL1IBTOq/L2N3EsLDkZtvRrvdwfLyCh588CFcuLBciuFSXHYSRRiPx0iStMjKsqIeurAwzSbNONzUF2OA5+teOa12G9FkgudfeAEnTpw0JBKmYRik9X70XUJhWkMnzDKjRHKpkOcSuXHtFZNgKkeW54iTBP3BAL1eD+PxGK8cP47TZxahb4Mmw0iSFBCa0UhxgVwwcCXAKLMMfb9ypcByDcjPTfKooIkz8wRNcFyr1ZBlGc6dO2c5LVXO7JxmeQbBhfUc0jxDrnKEYYgkSRCZeY6iyBAIp8hzaZ5NBaUKQmZP6NbFSZogiiOcPXsWE1OCSvA1pTQ5ClmfVfKP6rrULYn1JkdlnJdicTK11aj/NpAXX3wRt9xyy6s9jF3ZlV35KpMTJ07g4MGDmx6zIy1N4n48fvz4Ogqv7S79fh+HDh3CiRMn0Ol0Xu3hXLLsjvv6yu64r68opTAYDHDgwIGLHrsjlSbFSah4fydKp9PZkWPfHff1ld1xXz+5VANsZ7Mc7cqu7MquXGfZVZq7siu7sitbkB2pNMMwxAc/+EGLSdtJslPHvjvu6yu7496+siOz57uyK7uyK6+W7EhLc1d2ZVd25dWSXaW5K7uyK7uyBdlVmruyK7uyK1uQXaW5K7uyK7uyBdlVmruyK7uyK1uQHak0P/KRj1gOxnvuuQcPPvjgqzqev/zLv8Tf+Tt/BwcOHABjDJ/85CdL7yul8M/+2T+zjbXuu+8+PP/886VjlpeX8e53vxudTge9Xg8//MM/jKHtVnht5MMf/jC+4Ru+Ae12G3v37sV3fdd34dlnny0dE0UR3vve91oasO/5nu8pkfYCupz1ne98JxqNBvbu3Yt//I//MbIsw7WSj370o7jrrrts1cm9996LT33qU9t6zNPkV3/1V8EYw0/91E9t67H/0i/90jqO2jvuuGNbj/maitph8vGPf1wFQaD+43/8j+rJJ59UP/IjP6J6vZ46e/bsqzamP/3TP1X/9J/+U/WHf/iHCoD6xCc+UXr/V3/1V1W321Wf/OQn1Ze//GX1d//u31VHjhxRk8nEHvOt3/qt6g1veIP64he/qP7P//k/6tZbb1Xf//3ff03H/Y53vEN97GMfU0888YR67LHH1Ld/+7erG2+8UQ2HQ3vMj/3Yj6lDhw6pz372s+pLX/qSeutb36q+8Ru/0b6fZZl63etep+677z716KOPqj/90z9Ve/bsUR/4wAeu2bj/6I/+SP3Jn/yJeu6559Szzz6rfv7nf175vq+eeOKJbTvmqjz44IPqpptuUnfddZf6yZ/8Sfv6dhz7Bz/4QfV1X/d16syZM/ZnaWlpW4/5WsqOU5pvectb1Hvf+177d57n6sCBA+rDH/7wqziqQqpKU0qpFhYW1L/6V//Kvra6uqrCMFT/7b/9N6WUUk899ZQCoB566CF7zKc+9SnFGFOnTp26bmM/d+6cAqC+8IUv2HH6vq/+4A/+wB7z9NNPKwDqgQceUErpDYNzrhYXF+0xH/3oR1Wn01FxHF+3sc/MzKj/8B/+w44Y82AwULfddpv69Kc/rb75m7/ZKs3tOvYPfvCD6g1veMPU97brmK+l7Cj3PEkSPPzww7jvvvvsa5xz3HfffXjggQdexZFtLC+99BIWFxdLY+52u7jnnnvsmB944AH0ej28+c1vtsfcd9994Jzj6NGj122sa2trAAoWqYcffhhpmpbGfscdd+DGG28sjf31r3899u3bZ495xzvegX6/b9viXkvJ8xwf//jHMRqNcO+99+6IMb/3ve/FO9/5ztIYge09388//zwOHDiAm2++Ge9+97tx/PjxbT/mayU7iuXo/PnzyPO8NPkAsG/fPjzzzDOv0qg2l8XFRQCYOmZ6b3FxEXv37i2973keZmdn7THXWqSU+Kmf+im87W1vw+te9zo7riAI0Ov1Nh37tGuj966VPP7447j33nsRRRFarRY+8YlP4M4778Rjjz22bccMAB//+MfxyCOP4KGHHlr33nad73vuuQe/93u/h9e85jU4c+YMfvmXfxl/42/8DTzxxBPbdszXUnaU0tyVayfvfe978cQTT+Cv/uqvXu2hXJK85jWvwWOPPYa1tTX8j//xP3D//ffjC1/4wqs9rE3lxIkT+Mmf/El8+tOftg3CdoJ827d9m/39rrvuwj333IPDhw/jv//3/2579nwtyY5yz/eYBlXVzNzZs2exsLDwKo1qc6FxbTbmhYUFnDt3rvR+lmVYXl6+Ltf1vve9D3/8x3+Mz3/+8yXW6oWFBSRJgtXV1U3HPu3a6L1rJUEQ4NZbb8Xdd9+ND3/4w3jDG96A3/iN39jWY3744Ydx7tw5fP3Xfz08T7dv+MIXvoDf/M3ftI3mtuvYXen1erj99tvxwgsvbOv5vlayo5RmEAS4++678dnPfta+JqXEZz/7Wdx7772v4sg2liNHjmBhYaE05n6/j6NHj9ox33vvvVhdXcXDDz9sj/nc5z4HKSXuueeeazY2pRTe97734ROf+AQ+97nP4ciRI6X37777bvi+Xxr7s88+i+PHj5fG/vjjj5eU/qc//Wl0Oh3ceeed12zsVaFe2tt5zG9/+9vx+OOP47HHHrM/b37zm/Hud7/b/r5dx+7KcDjEsWPHsH///m0939dMXu1M1Fbl4x//uArDUP3e7/2eeuqpp9SP/uiPql6vV8rMXW8ZDAbq0UcfVY8++qgCoP7Nv/k36tFHH1WvvPKKUkpDjnq9nvpf/+t/qa985SvqO7/zO6dCjt70pjepo0ePqr/6q79St9122zWHHL3nPe9R3W5X/cVf/EUJTjIej+0xP/ZjP6ZuvPFG9bnPfU596UtfUvfee6+699577fsEJ/mWb/kW9dhjj6k/+7M/U/Pz89cUTvJzP/dz6gtf+IJ66aWX1Fe+8hX1cz/3c4oxpv78z/982455I3Gz59t17D/zMz+j/uIv/kK99NJL6q//+q/Vfffdp/bs2aPOnTu3bcd8LWXHKU2llPqt3/otdeONN6ogCNRb3vIW9cUvfvFVHc/nP//5oj2383P//fcrpTTs6Bd/8RfVvn37VBiG6u1vf7t69tlnS+e4cOGC+v7v/37VarVUp9NRP/iDP6gGg8E1Hfe0MQNQH/vYx+wxk8lE/fiP/7iamZlRjUZDffd3f7c6c+ZM6Twvv/yy+rZv+zZVr9fVnj171M/8zM+oNE2v2bh/6Id+SB0+fFgFQaDm5+fV29/+dqswt+uYN5Kq0tyOY/++7/s+tX//fhUEgbrhhhvU933f96kXXnhhW4/5Wsoun+au7Mqu7MoWZEfFNHdlV3ZlV15t2VWau7Iru7IrW5Bdpbkru7Iru7IF2VWau7Iru7IrW5Bdpbkru7Iru7IF2VWau7Iru7IrW5Bdpbkru7Iru7IF2VWau7Iru7IrW5Bdpbkru7Iru7IF2VWau7Iru7IrW5Bdpbkru7Iru7IF+f8D3wSQ8+pb/GEAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img_output[:,:,::-1])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "98582467",
   "metadata": {},
   "source": [
    "## 将预测结果显示在手机屏幕上"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "d137a53f",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "remi.server      INFO     Started httpserver http://0.0.0.0:36279/\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "('app runs on port:', 36279)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "remi.request     INFO     built UI (path=/)\n",
      "remi.server.ws   INFO     connection established: ('127.0.0.1', 51858)\n",
      "remi.server.ws   INFO     handshake complete\n",
      "remi.request     ERROR    error processing GET request\n",
      "Traceback (most recent call last):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 622, in do_GET\n",
      "    self._process_all(path)\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 704, in _process_all\n",
      "    self.wfile.write(content)\n",
      "  File \"/usr/lib/python3.7/socketserver.py\", line 799, in write\n",
      "    self._sock.sendall(b)\n",
      "BrokenPipeError: [Errno 32] Broken pipe\n",
      "remi.server.ws   ERROR    Error managing incoming websocket message\n",
      "Traceback (most recent call last):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 175, in read_next_message\n",
      "    self.on_message(from_websocket(decoded))\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 245, in on_message\n",
      "    self.send_message(_MSG_ACK)\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 209, in send_message\n",
      "    self.request.sendall(out)\n",
      "BrokenPipeError: [Errno 32] Broken pipe\n",
      "remi.server.ws   INFO     connection established: ('127.0.0.1', 51914)\n",
      "remi.server.ws   INFO     handshake complete\n"
     ]
    }
   ],
   "source": [
    "cvs.imshow(img_output)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "72259bdc",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
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